{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GEONE - Substitution Random Functions (SRF) - categorical random fields\n", "\n", "A substitution random function is a function $Z=Y(T)$, where $T$ is the **directing function** (latent field) and $Y$ the **coding process**.\n", "\n", "The directing function $T$ is a random process, $T: \\mathbb{R}^d \\longrightarrow \\mathbb{R}$, and the coding process a random process, $Y:\\mathbb{R}\\longrightarrow \\mathbb{R}$.\n", "\n", "- The directing function and the coding process are independent.\n", "- The directing function has stationary increment.\n", "- The coding process is stationary.\n", "\n", "In this notebook, we consider SRF with \n", "\n", "- multiGaussian latent field $T$\n", "- Markov chain on a finite set (set of given categories) as coding process $Y$\n", "\n", "Illustrations are given for unconditional and conditional cases, in 1D, 2D, and 3D.\n", "\n", "## Import what is required" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import time\n", "\n", "import matplotlib.colors\n", "from matplotlib.gridspec import GridSpec\n", "\n", "import pyvista as pv\n", "\n", "# import from package 'geone'\n", "import geone as gn" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sys.version_info(major=3, minor=13, micro=7, releaselevel='final', serial=0)\n", "geone version: 1.3.1\n" ] } ], "source": [ "# Show version of python and version of geone\n", "import sys \n", "print(sys.version_info)\n", "print('geone version: ' + gn.__version__)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "pv.set_jupyter_backend('static') # to get static plots within the jupyter notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Function `geone.srf.srf_mg_mc`\n", "\n", "This function allows to generate categorical realizations in 1D, 2D and 3D (see examples below) of SRF with multiGaussian latent field and Markov chain as coding process. Conditional and unconditional simulations can be done. For conditional simulation, a kind of Metropolis-Hasting algorithm is used (see help of the function); if conditioning fails, it is possible to get less realizations than the specified number (warning is displayed depending on the `verbose` keyword argument). Moreover, control point(s) on the coding process can be added, typically imposing the value of $Y$ at the mean of $T$.\n", "\n", "In full output mode (keyword argument `full_output=True` (default)), in addition to the resulting $Z$ fields, are retrieved in output: the latent fields ($T$) and the Markov chains ($Y$) of all realizations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example : conditional 1D SRF" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Categories\n", "ncat = 4\n", "categVal = np.array([1, 2, 3, 4])\n", "\n", "# Parameters for display (used further)\n", "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']\n", "im_T_display={'cmap':'terrain'}\n", "im_Z_display={'categ':True, 'categVal':categVal, 'categCol':categCol}" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 3...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 2 of 3...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 2 of 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100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 100 of 100...\n", "Elapsed time: 0.16 sec\n", "Number of realizations generated: 3\n", "Conditioning data honoured ? True\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n", " u1 = (0.5*u)**nu\n" ] } ], "source": [ "# Simulation grid (domain)\n", "# ------------------------\n", "nx, ny, nz = 220, 1, 1 # number of cells\n", "sx, sy, sz = 0.5, 1.0, 1.0 # cell unit\n", "ox, oy, oz = 0.0, 0.0, 0.0 # origin\n", "\n", "# Covariance model for T (latent field)\n", "# -------------------------------------\n", "r_T = 15.0\n", "w_T = 1.0\n", "nu_T = 1.5\n", "cov_model_T = gn.covModel.CovModel1D(elem=[\n", " ('matern', {'w':w_T, 'r':gn.covModel.cov_matern_get_r_param(nu_T, r_T), 'nu':nu_T}),\n", " ], name='cov_model_T')\n", "\n", "# Mean of T\n", "mean_T = 0.0\n", "\n", "# Markov chain Y\n", "# --------------\n", "# Transition kernel\n", "p = 0.995\n", "kernel_Y = gn.markovChain.mc_kernel1(ncat, p) # (see function)\n", "\n", "# 1D-grid resolution for Y (coding process)\n", "spacing_Y = 0.001\n", "\n", "# SRF simulation (Z = Y(T))\n", "# -------------------------\n", "# ----- Parameters -----\n", "# Conditioning data\n", "#x = None\n", "#v = None\n", "##\n", "x = np.array([17.25, 27.25, 54.25, 66.25, 75.25])\n", "v = np.array([1, 1, 2, 4, 4])\n", "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "# or:\n", "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", "\n", "# Additional constraint on Y (control points)\n", "t_constraint = None\n", "yt_constraint = None\n", "\n", "# Number of realizations and seed\n", "nreal = 3\n", "seed_sim = 232\n", "# ----------------------\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z, T, Y = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, nx, sx, ox,\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " # ntry_max=100,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=True,\n", " verbose=4,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "im_T = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T.shape[0], val=T)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx, 0., 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set spacing in y direction (1 cell) to visualize images using gn.imgplot.drawImage2D\n", "im_T.sy = .2 * im_T.sx*im_T.nx \n", "im_Z.sy = .2 * im_Z.sx*im_Z.nx \n", "\n", "# Plot results \n", "# ------------\n", "ireal = 0 # realization to plot\n", "\n", "# Plot\n", "# ----\n", "marker_loc = ['x', '+', 'd', 'o', '*']\n", "\n", "plt.subplots(3, 1, figsize=(16, 8))\n", "\n", "# Z\n", "plt.subplot(3,1,1)\n", "gn.imgplot.drawImage2D(im_Z, iv=ireal, **im_Z_display)\n", "# Add conditioning data\n", "if x is not None:\n", " yc = im_Z.oy+0.5*im_Z.sy\n", " plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", "\n", "plt.title('Z')\n", "\n", "# T\n", "plt.subplot(3,1,2)\n", "gn.imgplot.drawImage2D(im_T, iv=ireal, **im_T_display)\n", "# Add conditioning location\n", "if x is not None:\n", " yc = im_T.oy+0.5*im_T.sy\n", " # plt.plot(x, yc*np.ones_like(x), 'rx', markersize=20)\n", " for i in range(len(x)): \n", " plt.scatter(x[i], yc, marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "plt.title('T')\n", "\n", "# Y\n", "plt.subplot(3,1,3)\n", "\n", "Y_nx = Y[ireal][0]\n", "Y_sx = Y[ireal][1]\n", "Y_ox = Y[ireal][2]\n", "Y_val = Y[ireal][3]\n", "y_abscissa = Y_ox + (np.arange(Y_nx)+0.5)*Y_sx\n", "plt.plot(y_abscissa, Y_val)\n", "\n", "# Add conditioning location\n", "if x is not None:\n", " jx = (x[:]-im_T.ox)/im_T.sx # (x[:,0]-im_T.oy)/im_T.sy\n", " jy = np.zeros(x.shape[0]) # (x[:,1]-im_T.oy)/im_T.sy\n", " jz = np.zeros(x.shape[0]) # (x[:,2]-im_T.oz)/im_T.sz\n", "\n", " ix = [int(a) for a in jx]\n", " iy = [int(a) for a in jy]\n", " iz = [int(a) for a in jz]\n", "\n", " # round to lower index if between two grid nodes\n", " ix = [a-1 if a == b and a > 0 else a for a, b in zip(ix, jx)]\n", " iy = [a-1 if a == b and a > 0 else a for a, b in zip(iy, jy)]\n", " iz = [a-1 if a == b and a > 0 else a for a, b in zip(iz, jz)]\n", "\n", " for i, (ixx, iyy, izz) in enumerate(zip(ix, iy, iz)):\n", " plt.scatter(im_T.val[ireal, izz, iyy, ixx], v[i], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "# Add control point\n", "if t_constraint is not None:\n", " plt.scatter(t_constraint, yt_constraint, marker='.', color='purple', s=100)\n", "\n", "plt.title('Y(t)')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot 3 realizations of Z\n", "plt.subplots(3,1, sharex=True, sharey=True, figsize=(15,6))\n", "plt.subplot(3,1,1)\n", "for j in range(3):\n", " plt.subplot(3,1,j+1)\n", " gn.imgplot.drawImage2D(im_Z, iv=j, **im_Z_display)\n", " if x is not None:\n", " yc = im_Z.oy+0.5*im_Z.sy\n", " plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'real #{j}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 100 realizations (same setup)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 100...\n", "srf_mg_mc: simulation 2 of 100...\n", "srf_mg_mc: simulation 3 of 100...\n", "srf_mg_mc: simulation 4 of 100...\n", "srf_mg_mc: simulation 5 of 100...\n", "srf_mg_mc: simulation 6 of 100...\n", "srf_mg_mc: simulation 7 of 100...\n", "srf_mg_mc: simulation 8 of 100...\n", "srf_mg_mc: simulation 9 of 100...\n", "srf_mg_mc: simulation 10 of 100...\n", "srf_mg_mc: simulation 11 of 100...\n", "srf_mg_mc: simulation 12 of 100...\n", "srf_mg_mc: simulation 13 of 100...\n", "srf_mg_mc: simulation 14 of 100...\n", "srf_mg_mc: simulation 15 of 100...\n", "srf_mg_mc: simulation 16 of 100...\n", "srf_mg_mc: simulation 17 of 100...\n", "srf_mg_mc: simulation 18 of 100...\n", "srf_mg_mc: simulation 19 of 100...\n", "srf_mg_mc: simulation 20 of 100...\n", "srf_mg_mc: simulation 21 of 100...\n", "srf_mg_mc: simulation 22 of 100...\n", "srf_mg_mc: simulation 23 of 100...\n", "srf_mg_mc: simulation 24 of 100...\n", "srf_mg_mc: simulation 25 of 100...\n", "srf_mg_mc: simulation 26 of 100...\n", "srf_mg_mc: simulation 27 of 100...\n", "srf_mg_mc: simulation 28 of 100...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/srf.py:847: RuntimeWarning: divide by zero encountered in scalar divide\n", " mh_quotient = p_new/p\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 29 of 100...\n", "srf_mg_mc: simulation 30 of 100...\n", "srf_mg_mc: simulation 31 of 100...\n", "srf_mg_mc: simulation 32 of 100...\n", "srf_mg_mc: simulation 33 of 100...\n", "srf_mg_mc: simulation 34 of 100...\n", "srf_mg_mc: simulation 35 of 100...\n", "srf_mg_mc: simulation 36 of 100...\n", "srf_mg_mc: simulation 37 of 100...\n", "srf_mg_mc: simulation 38 of 100...\n", "srf_mg_mc: simulation 39 of 100...\n", "srf_mg_mc: simulation 40 of 100...\n", "srf_mg_mc: simulation 41 of 100...\n", "srf_mg_mc: simulation 42 of 100...\n", "srf_mg_mc: simulation 43 of 100...\n", "srf_mg_mc: simulation 44 of 100...\n", "srf_mg_mc: simulation 45 of 100...\n", "srf_mg_mc: simulation 46 of 100...\n", "srf_mg_mc: simulation 47 of 100...\n", "srf_mg_mc: simulation 48 of 100...\n", "srf_mg_mc: simulation 49 of 100...\n", "srf_mg_mc: simulation 50 of 100...\n", "srf_mg_mc: simulation 51 of 100...\n", "srf_mg_mc: simulation 52 of 100...\n", "srf_mg_mc: simulation 53 of 100...\n", "srf_mg_mc: simulation 54 of 100...\n", "srf_mg_mc: simulation 55 of 100...\n", "srf_mg_mc: simulation 56 of 100...\n", "srf_mg_mc: simulation 57 of 100...\n", "srf_mg_mc: simulation 58 of 100...\n", "srf_mg_mc: simulation 59 of 100...\n", "srf_mg_mc: simulation 60 of 100...\n", "srf_mg_mc: simulation 61 of 100...\n", "srf_mg_mc: simulation 62 of 100...\n", "srf_mg_mc: simulation 63 of 100...\n", "srf_mg_mc: simulation 64 of 100...\n", "srf_mg_mc: simulation 65 of 100...\n", "srf_mg_mc: simulation 66 of 100...\n", "srf_mg_mc: simulation 67 of 100...\n", "srf_mg_mc: simulation 68 of 100...\n", "srf_mg_mc: simulation 69 of 100...\n", "srf_mg_mc: simulation 70 of 100...\n", "srf_mg_mc: simulation 71 of 100...\n", "srf_mg_mc: simulation 72 of 100...\n", "srf_mg_mc: simulation 73 of 100...\n", "srf_mg_mc: simulation 74 of 100...\n", "srf_mg_mc: simulation 75 of 100...\n", "srf_mg_mc: simulation 76 of 100...\n", "srf_mg_mc: simulation 77 of 100...\n", "srf_mg_mc: simulation 78 of 100...\n", "srf_mg_mc: simulation 79 of 100...\n", "srf_mg_mc: simulation 80 of 100...\n", "srf_mg_mc: simulation 81 of 100...\n", "srf_mg_mc: simulation 82 of 100...\n", "srf_mg_mc: simulation 83 of 100...\n", "srf_mg_mc: simulation 84 of 100...\n", "srf_mg_mc: simulation 85 of 100...\n", "srf_mg_mc: simulation 86 of 100...\n", "srf_mg_mc: simulation 87 of 100...\n", "srf_mg_mc: simulation 88 of 100...\n", "srf_mg_mc: simulation 89 of 100...\n", "srf_mg_mc: simulation 90 of 100...\n", "srf_mg_mc: simulation 91 of 100...\n", "srf_mg_mc: simulation 92 of 100...\n", "srf_mg_mc: simulation 93 of 100...\n", "srf_mg_mc: simulation 94 of 100...\n", "srf_mg_mc: simulation 95 of 100...\n", "srf_mg_mc: simulation 96 of 100...\n", "srf_mg_mc: simulation 97 of 100...\n", "srf_mg_mc: simulation 98 of 100...\n", "srf_mg_mc: simulation 99 of 100...\n", "srf_mg_mc: simulation 100 of 100...\n", "Elapsed time: 5.4 sec\n", "Number of realizations generated: 100\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Number of realizations and seed\n", "nreal = 100\n", "seed_sim = 232\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, nx, sx, ox,\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=False,\n", " verbose=2,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx, 0., 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set spacing in y direction (1 cell) to visualize images using gn.imgplot.drawImage2D\n", "im_Z.sy = .2 * im_Z.sx*im_Z.nx \n", "\n", "# Statistics (proportion map)\n", "# ---------------------------\n", "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n", "\n", "prop_col = categCol # colors for the proportion maps\n", "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# Plot\n", "# ----\n", "plt.subplots(2,2, sharex=True, sharey=True, figsize=(15,5))\n", "plt.subplot(2,2,1)\n", "for j in range(4):\n", " plt.subplot(2,2,j+1)\n", " gn.imgplot.drawImage2D(im_Z_stats, iv=j, cmap=cmap[j], vmin=0, vmax=1)\n", " if x is not None:\n", " yc = im_Z.oy+0.5*im_Z.sy\n", " plt.scatter(x, yc*np.ones_like(x), marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'proportion map ({im_Z.nv} real.), facies {categVal[j]}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example : conditional 2D SRF" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Categories\n", "ncat = 4\n", "categVal = np.array([1, 2, 3, 4])\n", "\n", "# Parameters for display (used further)\n", "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']\n", "im_T_display={'cmap':'terrain'}\n", "im_Z_display={'categ':True, 'categVal':categVal, 'categCol':categCol}" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n", " u1 = (0.5*u)**nu\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 3...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 2 of 3...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 3 of 3...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 100 of 100...\n", "Elapsed time: 0.4 sec\n", "Number of realizations generated: 3\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Simulation grid (domain)\n", "# ------------------------\n", "nx, ny, nz = 220, 210, 1 # number of cells\n", "sx, sy, sz = 0.5, 0.5, 1.0 # cell unit\n", "ox, oy, oz = 0.0, 0.0, 0.0 # origin\n", "\n", "# Covariance model for T1, T2 (latent fields)\n", "# -------------------------------------\n", "r_T = 1.0*np.array([25.0, 25.0])\n", "w_T = 1.0\n", "nu_T = 1.5\n", "cov_model_T = gn.covModel.CovModel2D(elem=[\n", " ('matern', {'w':w_T, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T, r) for r in r_T]), 'nu':nu_T}),\n", " ], alpha=0.0, name='cov_model_T')\n", "\n", "# Mean of T\n", "mean_T = 0.0\n", "\n", "# Markov chain Y\n", "# --------------\n", "# Transition kernel\n", "p = 0.995\n", "kernel_Y = gn.markovChain.mc_kernel1(ncat, p) # (see function)\n", "\n", "# 1D-grid resolution for Y (coding process)\n", "spacing_Y=.001\n", "\n", "# SRF simulation (Z = Y(T))\n", "# -------------------------\n", "# ----- Parameters -----\n", "# Conditioning data\n", "#x = None\n", "#v = None\n", "##\n", "x = np.array([[37.25, 25.25],\n", " [67.25, 24.25],\n", " [50.25, 52.25],\n", " [36.25, 80.25],\n", " [66.25, 81.25]])\n", "v = np.array([1, 1, 2, 4, 4])\n", "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "# or:\n", "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", "##\n", "##\n", "#np.random.seed(123)\n", "#nhd = 30\n", "#x = np.array((ox + np.random.random(nhd)*nx*sx, oy + np.random.random(nhd)*ny*sy)).T\n", "#v = np.random.choice(categVal, replace=True, size=nhd)\n", "#v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "\n", "# Additional constraint on Y (control points)\n", "t_constraint = None\n", "yt_constraint = None\n", "\n", "# Number of realizations and seed\n", "nreal = 3\n", "seed_sim = 232\n", "# ----------------------\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z, T, Y = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny), (sx, sy), (ox, oy),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=True,\n", " verbose=4,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "im_T = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T.shape[0], val=T)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot results \n", "# ------------\n", "ireal = 0 # realization to plot\n", "\n", "# Plot\n", "# ----\n", "marker_loc = ['x', '+', 'd', 'o', '*']\n", "\n", "fig = plt.figure(figsize=(16, 8), constrained_layout=True)\n", "gs = GridSpec(5, 4, figure=fig)\n", "axZ = fig.add_subplot(gs[0:4, 0:2]) # ax for Z\n", "axT = fig.add_subplot(gs[0:4, 2:4]) # ax for T\n", "axY = fig.add_subplot(gs[4:5, 0:4]) # ax for Y\n", "\n", "# Z\n", "plt.sca(axZ)\n", "gn.imgplot.drawImage2D(im_Z, iv=ireal, **im_Z_display)\n", "# Add conditioning data\n", "if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", "\n", "plt.title('Z')\n", "\n", "# T\n", "plt.sca(axT)\n", "gn.imgplot.drawImage2D(im_T, iv=ireal, **im_T_display)\n", "# Add conditioning location\n", "if x is not None:\n", " yc = im_T.oy+0.5*im_T.sy\n", " # plt.plot(x[:,0], x[:,1], 'rx', markersize=20)\n", " for i in range(len(x)): \n", " plt.scatter(x[i,0], x[i,1], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "plt.title('T')\n", "\n", "# Y\n", "plt.sca(axY)\n", "\n", "Y_nx = Y[ireal][0]\n", "Y_sx = Y[ireal][1]\n", "Y_ox = Y[ireal][2]\n", "Y_val = Y[ireal][3]\n", "y_abscissa = Y_ox + (np.arange(Y_nx)+0.5)*Y_sx\n", "plt.plot(y_abscissa, Y_val)\n", "\n", "# Add conditioning location\n", "if x is not None:\n", " jx = (x[:,0]-im_T.oy)/im_T.sy\n", " jy = (x[:,1]-im_T.oy)/im_T.sy\n", " jz = np.zeros(x.shape[0]) # (x[:,2]-im_T.oz)/im_T.sz\n", "\n", " ix = [int(a) for a in jx]\n", " iy = [int(a) for a in jy]\n", " iz = [int(a) for a in jz]\n", "\n", " # round to lower index if between two grid nodes\n", " ix = [a-1 if a == b and a > 0 else a for a, b in zip(ix, jx)]\n", " iy = [a-1 if a == b and a > 0 else a for a, b in zip(iy, jy)]\n", " iz = [a-1 if a == b and a > 0 else a for a, b in zip(iz, jz)]\n", "\n", " for i, (ixx, iyy, izz) in enumerate(zip(ix, iy, iz)):\n", " plt.scatter(im_T.val[ireal, izz, iyy, ixx], v[i], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "# Add control point\n", "if t_constraint is not None:\n", " plt.scatter(t_constraint, yt_constraint, marker='.', color='purple', s=100)\n", "\n", "plt.title('Y(t)')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot 3 realizations of Z\n", "plt.subplots(1,3, sharex=True, sharey=True, figsize=(16,8))\n", "plt.subplot(1,3,1)\n", "for j in range(3):\n", " plt.subplot(1,3,j+1)\n", " gn.imgplot.drawImage2D(im_Z, iv=j, **im_Z_display)\n", " if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'real #{j}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 100 realizations (same setup)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 100...\n", "srf_mg_mc: simulation 2 of 100...\n", "srf_mg_mc: simulation 3 of 100...\n", "srf_mg_mc: simulation 4 of 100...\n", "srf_mg_mc: simulation 5 of 100...\n", "srf_mg_mc: simulation 6 of 100...\n", "srf_mg_mc: simulation 7 of 100...\n", "srf_mg_mc: simulation 8 of 100...\n", "srf_mg_mc: simulation 9 of 100...\n", "srf_mg_mc: simulation 10 of 100...\n", "srf_mg_mc: simulation 11 of 100...\n", "srf_mg_mc: simulation 12 of 100...\n", "srf_mg_mc: simulation 13 of 100...\n", "srf_mg_mc: simulation 14 of 100...\n", "srf_mg_mc: simulation 15 of 100...\n", "srf_mg_mc: simulation 16 of 100...\n", "srf_mg_mc: simulation 17 of 100...\n", "srf_mg_mc: simulation 18 of 100...\n", "srf_mg_mc: simulation 19 of 100...\n", "srf_mg_mc: simulation 20 of 100...\n", "srf_mg_mc: simulation 21 of 100...\n", "srf_mg_mc: simulation 22 of 100...\n", "srf_mg_mc: simulation 23 of 100...\n", "srf_mg_mc: simulation 24 of 100...\n", "srf_mg_mc: simulation 25 of 100...\n", "srf_mg_mc: simulation 26 of 100...\n", "srf_mg_mc: simulation 27 of 100...\n", "srf_mg_mc: simulation 28 of 100...\n", "srf_mg_mc: simulation 29 of 100...\n", "srf_mg_mc: simulation 30 of 100...\n", "srf_mg_mc: simulation 31 of 100...\n", "srf_mg_mc: simulation 32 of 100...\n", "srf_mg_mc: simulation 33 of 100...\n", "srf_mg_mc: simulation 34 of 100...\n", "srf_mg_mc: simulation 35 of 100...\n", "srf_mg_mc: simulation 36 of 100...\n", "srf_mg_mc: simulation 37 of 100...\n", "srf_mg_mc: simulation 38 of 100...\n", "srf_mg_mc: simulation 39 of 100...\n", "srf_mg_mc: simulation 40 of 100...\n", "srf_mg_mc: simulation 41 of 100...\n", "srf_mg_mc: simulation 42 of 100...\n", "srf_mg_mc: simulation 43 of 100...\n", "srf_mg_mc: simulation 44 of 100...\n", "srf_mg_mc: simulation 45 of 100...\n", "srf_mg_mc: simulation 46 of 100...\n", "srf_mg_mc: simulation 47 of 100...\n", "srf_mg_mc: simulation 48 of 100...\n", "srf_mg_mc: simulation 49 of 100...\n", "srf_mg_mc: simulation 50 of 100...\n", "srf_mg_mc: simulation 51 of 100...\n", "srf_mg_mc: simulation 52 of 100...\n", "srf_mg_mc: simulation 53 of 100...\n", "srf_mg_mc: simulation 54 of 100...\n", "srf_mg_mc: simulation 55 of 100...\n", "srf_mg_mc: simulation 56 of 100...\n", "srf_mg_mc: simulation 57 of 100...\n", "srf_mg_mc: simulation 58 of 100...\n", "srf_mg_mc: simulation 59 of 100...\n", "srf_mg_mc: simulation 60 of 100...\n", "srf_mg_mc: simulation 61 of 100...\n", "srf_mg_mc: simulation 62 of 100...\n", "srf_mg_mc: simulation 63 of 100...\n", "srf_mg_mc: simulation 64 of 100...\n", "srf_mg_mc: simulation 65 of 100...\n", "srf_mg_mc: simulation 66 of 100...\n", "srf_mg_mc: simulation 67 of 100...\n", "srf_mg_mc: simulation 68 of 100...\n", "srf_mg_mc: simulation 69 of 100...\n", "srf_mg_mc: simulation 70 of 100...\n", "srf_mg_mc: simulation 71 of 100...\n", "srf_mg_mc: simulation 72 of 100...\n", "srf_mg_mc: simulation 73 of 100...\n", "srf_mg_mc: simulation 74 of 100...\n", "srf_mg_mc: simulation 75 of 100...\n", "srf_mg_mc: simulation 76 of 100...\n", "srf_mg_mc: simulation 77 of 100...\n", "srf_mg_mc: simulation 78 of 100...\n", "srf_mg_mc: simulation 79 of 100...\n", "srf_mg_mc: simulation 80 of 100...\n", "srf_mg_mc: simulation 81 of 100...\n", "srf_mg_mc: simulation 82 of 100...\n", "srf_mg_mc: simulation 83 of 100...\n", "srf_mg_mc: simulation 84 of 100...\n", "srf_mg_mc: simulation 85 of 100...\n", "srf_mg_mc: simulation 86 of 100...\n", "srf_mg_mc: simulation 87 of 100...\n", "srf_mg_mc: simulation 88 of 100...\n", "srf_mg_mc: simulation 89 of 100...\n", "srf_mg_mc: simulation 90 of 100...\n", "srf_mg_mc: simulation 91 of 100...\n", "srf_mg_mc: simulation 92 of 100...\n", "srf_mg_mc: simulation 93 of 100...\n", "srf_mg_mc: simulation 94 of 100...\n", "srf_mg_mc: simulation 95 of 100...\n", "srf_mg_mc: simulation 96 of 100...\n", "srf_mg_mc: simulation 97 of 100...\n", "srf_mg_mc: simulation 98 of 100...\n", "srf_mg_mc: simulation 99 of 100...\n", "srf_mg_mc: simulation 100 of 100...\n", "Elapsed time: 10 sec\n", "Number of realizations generated: 100\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Number of realizations and seed\n", "nreal = 100\n", "seed_sim = 1345\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny), (sx, sy), (ox, oy),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=False,\n", " verbose=2,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Statistics (proportion map)\n", "# ---------------------------\n", "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n", "\n", "prop_col = categCol # colors for the proportion maps\n", "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# Plot\n", "# ----\n", "plt.subplots(2,2, sharex=True, sharey=True, figsize=(15,12))\n", "plt.subplot(2,2,1)\n", "for j in range(4):\n", " plt.subplot(2,2,j+1)\n", " gn.imgplot.drawImage2D(im_Z_stats, iv=j, cmap=cmap[j], vmin=0, vmax=1)\n", " if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'proportion map ({im_Z.nv} real.), facies {categVal[j]}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example : conditional 2D SRF with control point: Y(mean_T) imposed" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Categories\n", "ncat = 4\n", "categVal = np.array([1, 2, 3, 4])\n", "\n", "# Parameters for display (used further)\n", "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']\n", "im_T_display={'cmap':'terrain'}\n", "im_Z_display={'categ':True, 'categVal':categVal, 'categCol':categCol}" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n", " u1 = (0.5*u)**nu\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 3...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 24 of 100...\n", "srf_mg_mc: 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"srf_mg_mc: ... sim 1 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 2 of 3...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 3 of 3...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 100 of 100...\n", "Elapsed time: 0.33 sec\n", "Number of realizations generated: 3\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Simulation grid (domain)\n", "# ------------------------\n", "nx, ny, nz = 220, 210, 1 # number of cells\n", "sx, sy, sz = 0.5, 0.5, 1.0 # cell unit\n", "ox, oy, oz = 0.0, 0.0, 0.0 # origin\n", "\n", "# Covariance model for T1, T2 (latent fields)\n", "# -------------------------------------\n", "r_T = 1.0*np.array([25.0, 25.0])\n", "w_T = 1.0\n", "nu_T = 1.5\n", "cov_model_T = gn.covModel.CovModel2D(elem=[\n", " ('matern', {'w':w_T, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T, r) for r in r_T]), 'nu':nu_T}),\n", " ], alpha=0.0, name='cov_model_T')\n", "\n", "# Mean of T\n", "mean_T = 0.0\n", "\n", "# Markov chain Y\n", "# --------------\n", "# Transition kernel\n", "p = 0.995\n", "kernel_Y = gn.markovChain.mc_kernel1(ncat, p) # (see function)\n", "\n", "# 1D-grid resolution for Y (coding process)\n", "spacing_Y=.001\n", "\n", "# SRF simulation (Z = Y(T))\n", "# -------------------------\n", "# ----- Parameters -----\n", "# Conditioning data\n", "#x = None\n", "#v = None\n", "##\n", "x = np.array([[37.25, 25.25],\n", " [67.25, 24.25],\n", " [50.25, 52.25],\n", " [36.25, 80.25],\n", " [66.25, 81.25]])\n", "v = np.array([1, 1, 2, 4, 4])\n", "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "# or:\n", "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", "##\n", "##\n", "#np.random.seed(123)\n", "#nhd = 30\n", "#x = np.array((ox + np.random.random(nhd)*nx*sx, oy + np.random.random(nhd)*ny*sy)).T\n", "#v = np.random.choice(categVal, replace=True, size=nhd)\n", "#v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "\n", "# Additional constraint on Y (control points)\n", "t_constraint = mean_T\n", "yt_constraint = 4 # one of the categories\n", "\n", "# Number of realizations and seed\n", "nreal = 3\n", "seed_sim = 232\n", "# ----------------------\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z, T, Y = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny), (sx, sy), (ox, oy),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=True,\n", " verbose=4,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "im_T = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T.shape[0], val=T)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot results \n", "# ------------\n", "ireal = 0 # realization to plot\n", "\n", "# Plot\n", "# ----\n", "marker_loc = ['x', '+', 'd', 'o', '*']\n", "\n", "fig = plt.figure(figsize=(16, 8), constrained_layout=True)\n", "gs = GridSpec(5, 4, figure=fig)\n", "axZ = fig.add_subplot(gs[0:4, 0:2]) # ax for Z\n", "axT = fig.add_subplot(gs[0:4, 2:4]) # ax for T\n", "axY = fig.add_subplot(gs[4:5, 0:4]) # ax for Y\n", "\n", "# Z\n", "plt.sca(axZ)\n", "gn.imgplot.drawImage2D(im_Z, iv=ireal, **im_Z_display)\n", "# Add conditioning data\n", "if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", "\n", "plt.title('Z')\n", "\n", "# T\n", "plt.sca(axT)\n", "gn.imgplot.drawImage2D(im_T, iv=ireal, **im_T_display)\n", "# Add conditioning location\n", "if x is not None:\n", " yc = im_T.oy+0.5*im_T.sy\n", " # plt.plot(x[:,0], x[:,1], 'rx', markersize=20)\n", " for i in range(len(x)): \n", " plt.scatter(x[i,0], x[i,1], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "plt.title('T')\n", "\n", "# Y\n", "plt.sca(axY)\n", "\n", "Y_nx = Y[ireal][0]\n", "Y_sx = Y[ireal][1]\n", "Y_ox = Y[ireal][2]\n", "Y_val = Y[ireal][3]\n", "y_abscissa = Y_ox + (np.arange(Y_nx)+0.5)*Y_sx\n", "plt.plot(y_abscissa, Y_val)\n", "\n", "# Add conditioning location\n", "if x is not None:\n", " jx = (x[:,0]-im_T.oy)/im_T.sy\n", " jy = (x[:,1]-im_T.oy)/im_T.sy\n", " jz = np.zeros(x.shape[0]) # (x[:,2]-im_T.oz)/im_T.sz\n", "\n", " ix = [int(a) for a in jx]\n", " iy = [int(a) for a in jy]\n", " iz = [int(a) for a in jz]\n", "\n", " # round to lower index if between two grid nodes\n", " ix = [a-1 if a == b and a > 0 else a for a, b in zip(ix, jx)]\n", " iy = [a-1 if a == b and a > 0 else a for a, b in zip(iy, jy)]\n", " iz = [a-1 if a == b and a > 0 else a for a, b in zip(iz, jz)]\n", "\n", " for i, (ixx, iyy, izz) in enumerate(zip(ix, iy, iz)):\n", " plt.scatter(im_T.val[ireal, izz, iyy, ixx], v[i], marker=marker_loc[i%len(marker_loc)], color='red', s=80, linewidths=1)\n", "\n", "# Add control point\n", "if t_constraint is not None:\n", " plt.scatter(t_constraint, yt_constraint, marker='.', color='purple', s=100)\n", "\n", "plt.title('Y(t)')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot 3 realizations of Z\n", "plt.subplots(1,3, sharex=True, sharey=True, figsize=(16,8))\n", "plt.subplot(1,3,1)\n", "for j in range(3):\n", " plt.subplot(1,3,j+1)\n", " gn.imgplot.drawImage2D(im_Z, iv=j, **im_Z_display)\n", " if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'real #{j}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 100 realizations (same setup)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 100...\n", "srf_mg_mc: simulation 2 of 100...\n", "srf_mg_mc: simulation 3 of 100...\n", "srf_mg_mc: simulation 4 of 100...\n", "srf_mg_mc: simulation 5 of 100...\n", "srf_mg_mc: simulation 6 of 100...\n", "srf_mg_mc: simulation 7 of 100...\n", "srf_mg_mc: simulation 8 of 100...\n", "srf_mg_mc: simulation 9 of 100...\n", "srf_mg_mc: simulation 10 of 100...\n", "srf_mg_mc: simulation 11 of 100...\n", "srf_mg_mc: simulation 12 of 100...\n", "srf_mg_mc: simulation 13 of 100...\n", "srf_mg_mc: simulation 14 of 100...\n", "srf_mg_mc: simulation 15 of 100...\n", "srf_mg_mc: simulation 16 of 100...\n", "srf_mg_mc: simulation 17 of 100...\n", "srf_mg_mc: simulation 18 of 100...\n", "srf_mg_mc: simulation 19 of 100...\n", "srf_mg_mc: simulation 20 of 100...\n", "srf_mg_mc: simulation 21 of 100...\n", "srf_mg_mc: simulation 22 of 100...\n", "srf_mg_mc: simulation 23 of 100...\n", "srf_mg_mc: simulation 24 of 100...\n", "srf_mg_mc: simulation 25 of 100...\n", "srf_mg_mc: simulation 26 of 100...\n", "srf_mg_mc: simulation 27 of 100...\n", "srf_mg_mc: simulation 28 of 100...\n", "srf_mg_mc: simulation 29 of 100...\n", "srf_mg_mc: simulation 30 of 100...\n", "srf_mg_mc: simulation 31 of 100...\n", "srf_mg_mc: simulation 32 of 100...\n", "srf_mg_mc: simulation 33 of 100...\n", "srf_mg_mc: simulation 34 of 100...\n", "srf_mg_mc: simulation 35 of 100...\n", "srf_mg_mc: simulation 36 of 100...\n", "srf_mg_mc: simulation 37 of 100...\n", "srf_mg_mc: simulation 38 of 100...\n", "srf_mg_mc: simulation 39 of 100...\n", "srf_mg_mc: simulation 40 of 100...\n", "srf_mg_mc: simulation 41 of 100...\n", "srf_mg_mc: simulation 42 of 100...\n", "srf_mg_mc: simulation 43 of 100...\n", "srf_mg_mc: simulation 44 of 100...\n", "srf_mg_mc: simulation 45 of 100...\n", "srf_mg_mc: simulation 46 of 100...\n", "srf_mg_mc: simulation 47 of 100...\n", "srf_mg_mc: simulation 48 of 100...\n", "srf_mg_mc: simulation 49 of 100...\n", "srf_mg_mc: simulation 50 of 100...\n", "srf_mg_mc: simulation 51 of 100...\n", "srf_mg_mc: simulation 52 of 100...\n", "srf_mg_mc: simulation 53 of 100...\n", "srf_mg_mc: simulation 54 of 100...\n", "srf_mg_mc: simulation 55 of 100...\n", "srf_mg_mc: simulation 56 of 100...\n", "srf_mg_mc: simulation 57 of 100...\n", "srf_mg_mc: simulation 58 of 100...\n", "srf_mg_mc: simulation 59 of 100...\n", "srf_mg_mc: simulation 60 of 100...\n", "srf_mg_mc: simulation 61 of 100...\n", "srf_mg_mc: simulation 62 of 100...\n", "srf_mg_mc: simulation 63 of 100...\n", "srf_mg_mc: simulation 64 of 100...\n", "srf_mg_mc: simulation 65 of 100...\n", "srf_mg_mc: simulation 66 of 100...\n", "srf_mg_mc: simulation 67 of 100...\n", "srf_mg_mc: simulation 68 of 100...\n", "srf_mg_mc: simulation 69 of 100...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/srf.py:847: RuntimeWarning: divide by zero encountered in scalar divide\n", " mh_quotient = p_new/p\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 70 of 100...\n", "srf_mg_mc: simulation 71 of 100...\n", "srf_mg_mc: simulation 72 of 100...\n", "srf_mg_mc: simulation 73 of 100...\n", "srf_mg_mc: simulation 74 of 100...\n", "srf_mg_mc: simulation 75 of 100...\n", "srf_mg_mc: simulation 76 of 100...\n", "srf_mg_mc: simulation 77 of 100...\n", "srf_mg_mc: simulation 78 of 100...\n", "srf_mg_mc: simulation 79 of 100...\n", "srf_mg_mc: simulation 80 of 100...\n", "srf_mg_mc: simulation 81 of 100...\n", "srf_mg_mc: simulation 82 of 100...\n", "srf_mg_mc: simulation 83 of 100...\n", "srf_mg_mc: simulation 84 of 100...\n", "srf_mg_mc: simulation 85 of 100...\n", "srf_mg_mc: simulation 86 of 100...\n", "srf_mg_mc: simulation 87 of 100...\n", "srf_mg_mc: simulation 88 of 100...\n", "srf_mg_mc: simulation 89 of 100...\n", "srf_mg_mc: simulation 90 of 100...\n", "srf_mg_mc: simulation 91 of 100...\n", "srf_mg_mc: simulation 92 of 100...\n", "srf_mg_mc: simulation 93 of 100...\n", "srf_mg_mc: simulation 94 of 100...\n", "srf_mg_mc: simulation 95 of 100...\n", "srf_mg_mc: simulation 96 of 100...\n", "srf_mg_mc: simulation 97 of 100...\n", "srf_mg_mc: simulation 98 of 100...\n", "srf_mg_mc: simulation 99 of 100...\n", "srf_mg_mc: simulation 100 of 100...\n", "Elapsed time: 10 sec\n", "Number of realizations generated: 100\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Number of realizations and seed\n", "nreal = 100\n", "seed_sim = 1345\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny), (sx, sy), (ox, oy),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=False,\n", " verbose=2,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], 0., sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Statistics (proportion map)\n", "# ---------------------------\n", "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n", "\n", "prop_col = categCol # colors for the proportion maps\n", "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# Plot\n", "# ----\n", "plt.subplots(2,2, sharex=True, sharey=True, figsize=(15,12))\n", "plt.subplot(2,2,1)\n", "for j in range(4):\n", " plt.subplot(2,2,j+1)\n", " gn.imgplot.drawImage2D(im_Z_stats, iv=j, cmap=cmap[j], vmin=0, vmax=1)\n", " if x is not None:\n", " plt.scatter(x[:,0], x[:,1], marker='o', s=50, color=v_col, edgecolors='black', linewidths=1)\n", " plt.title(f'proportion map ({im_Z.nv} real.), facies {categVal[j]}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example : conditional 3D SRF" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Categories\n", "ncat = 4\n", "categVal = np.array([1, 2, 3, 4])\n", "\n", "# Parameters for display (used further)\n", "categCol = ['lightblue', 'darkgreen', 'orange', 'brown']" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/julien/miniconda3/envs/py313/lib/python3.13/site-packages/geone/covModel.py:380: RuntimeWarning: invalid value encountered in scalar power\n", " u1 = (0.5*u)**nu\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 3...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 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of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 1 of 3: MH iter 100 of 100...\n", "srf_mg_mc: simulation 2 of 3...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 2 of 3: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 2 of 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52 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 3 of 3: MH iter 100 of 100...\n", "Elapsed time: 4.7 sec\n", "Number of realizations generated: 3\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Simulation grid (domain)\n", "# ------------------------\n", "nx, ny, nz = 120, 110, 55 # number of cells\n", "sx, sy, sz = 0.5, 0.5, 1.0 # cell unit\n", "ox, oy, oz = 0.0, 0.0, 0.0 # origin\n", "\n", "# Covariance model for T1, T2 (latent fields)\n", "# -------------------------------------\n", "r_T = 1.0*np.array([40.0, 30.0, 15.0])\n", "w_T = 1.0\n", "nu_T = 1.5\n", "cov_model_T = gn.covModel.CovModel3D(elem=[\n", " ('matern', {'w':w_T, 'r':np.array([gn.covModel.cov_matern_get_r_param(nu_T, r) for r in r_T]), 'nu':nu_T}),\n", " ], alpha=0.0, name='cov_model_T')\n", "\n", "# Mean of T\n", "mean_T = 0.0\n", "\n", "# Markov chain Y\n", "# --------------\n", "# Transition kernel\n", "p = 0.995\n", "kernel_Y = gn.markovChain.mc_kernel1(ncat, p) # (see function)\n", "\n", "# 1D-grid resolution for Y (coding process)\n", "spacing_Y=.001\n", "\n", "# SRF simulation (Z = Y(T))\n", "# -------------------------\n", "# ----- Parameters -----\n", "# Conditioning data\n", "#x = None\n", "#v = None\n", "##\n", "x = np.array([[17.25, 15.25, 15.5],\n", " [47.25, 14.25, 23.5],\n", " [31.25, 32.25, 10.5],\n", " [18.25, 49.25, 20.5],\n", " [46.25, 48.25, 40.5]])\n", "v = np.array([1, 1, 2, 4, 4])\n", "v_col = [categCol[np.where(vv ==categVal)[0][0]] for vv in v] # for plotting hard data (used further)\n", "# or:\n", "#v_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", "\n", "# Additional constraint on Y (control points)\n", "t_constraint = None\n", "yt_constraint = None\n", "\n", "# Number of realizations and seed\n", "nreal = 3\n", "seed_sim = 232\n", "# ----------------------\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z, T, Y = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny, nz), (sx, sy, sz), (ox, oy, oz),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=True,\n", " verbose=4,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "im_T = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=T.shape[0], val=T)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], xx[2], sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')# Fill image\n" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot Z and T for one real\n", "# -------------------------\n", "ireal = 0 # index of the realization\n", "\n", "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n", "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n", "#pp = pv.Plotter(shape=(1,2), window_size=(1024, 512), notebook=False)\n", "# ... inline\n", "pp = pv.Plotter(shape=(1,2), window_size=(1024, 512))\n", "\n", "if x is not None:\n", " # data points to be added to 3D plot\n", " data_points = pv.PolyData(x)\n", " # ... set color for data points according to their value\n", " data_points_col = [matplotlib.colors.to_rgb(\n", " categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n", " # color for data points according to their value\n", " # or:\n", " #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", "\n", " data_points['colors'] = data_points_col\n", "\n", "pp.subplot(0, 0)\n", "gn.imgplot3d.drawImage3D_slice(\n", " im_Z, \n", " plotter=pp,\n", " iv = ireal,\n", " slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n", " slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n", " slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n", " categ=True, categVal=categVal, categCol=categCol,\n", " text='Z',\n", " scalar_bar_kwargs={'title':'', 'title_font_size':20, 'vertical':False})\n", "\n", "if x is not None:\n", " pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n", "\n", "pp.subplot(0, 1)\n", "gn.imgplot3d.drawImage3D_slice(\n", " im_T, \n", " plotter=pp,\n", " iv = ireal,\n", " slice_normal_x=im_T.ox+0.5*im_T.nx*im_T.sx,\n", " slice_normal_y=im_T.oy+0.5*im_T.ny*im_T.sy,\n", " slice_normal_z=im_T.oz+0.5*im_T.nz*im_T.sz,\n", " cmap='gist_ncar', #**im_T_display,\n", " text='T',\n", " scalar_bar_kwargs={'title':' ', 'title_font_size':20, 'vertical':False})\n", "\n", "if x is not None:\n", " pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n", "# note: distinct title for scalar bar, so that it will be displayed!\n", "\n", "pp.link_views()\n", "\n", "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot Y(t)\n", "# ---------\n", "plt.figure(figsize=(15, 2))\n", "\n", "Y_nx = Y[ireal][0]\n", "Y_sx = Y[ireal][1]\n", "Y_ox = Y[ireal][2]\n", "Y_val = Y[ireal][3]\n", "y_abscissa = Y_ox + (np.arange(Y_nx)+0.5)*Y_sx\n", "plt.plot(y_abscissa, Y_val)\n", "\n", "# Add conditioning location\n", "if x is not None:\n", " jx = (x[:,0]-im_T.oy)/im_T.sy\n", " jy = (x[:,1]-im_T.oy)/im_T.sy\n", " jz = (x[:,2]-im_T.oz)/im_T.sz\n", "\n", " ix = [int(a) for a in jx]\n", " iy = [int(a) for a in jy]\n", " iz = [int(a) for a in jz]\n", "\n", " # round to lower index if between two grid nodes\n", " ix = [a-1 if a == b and a > 0 else a for a, b in zip(ix, jx)]\n", " iy = [a-1 if a == b and a > 0 else a for a, b in zip(iy, jy)]\n", " iz = [a-1 if a == b and a > 0 else a for a, b in zip(iz, jz)]\n", "\n", " for i, (ixx, iyy, izz) in enumerate(zip(ix, iy, iz)):\n", " plt.scatter(im_T.val[ireal, izz, iyy, ixx], v[i], marker='o', color='red', s=80, linewidths=1)\n", "\n", "# Add control point\n", "if t_constraint is not None:\n", " plt.scatter(t_constraint, yt_constraint, marker='.', color='purple', s=100)\n", "\n", "plt.title('Y(t)')\n", "\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot 3 realizations of Z\n", "# --------------\n", "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n", "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n", "#pp = pv.Plotter(shape=(1,3), window_size=(1024, 512), notebook=False)\n", "# ... inline\n", "pp = pv.Plotter(shape=(1,3), window_size=(1024, 512))\n", "\n", "if x is not None:\n", " # data points to be added to 3D plot\n", " data_points = pv.PolyData(x)\n", " # ... set color for data points according to their value\n", " data_points_col = [matplotlib.colors.to_rgb(categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n", " # color for data points according to their value\n", " # or:\n", " #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", " \n", " data_points['colors'] = data_points_col\n", "\n", "for i in range(3):\n", " pp.subplot(0, i)\n", " gn.imgplot3d.drawImage3D_slice(\n", " im_Z, iv=i,\n", " plotter=pp,\n", " slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n", " slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n", " slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n", " categ=True, categVal=categVal, categCol=categCol,\n", " text=f'real #{i}',\n", " scalar_bar_kwargs={'title':' ', 'title_font_size':20, 'vertical':False})\n", " if x is not None:\n", " pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n", "\n", "pp.link_views()\n", "\n", "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 20 realizations (same setup)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "srf_mg_mc: simulation 1 of 20...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 1 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 2 of 20...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 2 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 3 of 20...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 3 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 4 of 20...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 4 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 5 of 20...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 5 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 6 of 20...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 6 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 7 of 20...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 7 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 8 of 20...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 8 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 9 of 20...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 9 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 10 of 20...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 10 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 11 of 20...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 11 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 12 of 20...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 12 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 13 of 20...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 13 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 14 of 20...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 14 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 15 of 20...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 15 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 16 of 20...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 16 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 17 of 20...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 17 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 18 of 20...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 18 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 19 of 20...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 19 of 20: MH iter 100 of 100...\n", "srf_mg_mc: simulation 20 of 20...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 1 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 2 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 3 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 4 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 5 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 6 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 7 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 8 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 9 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 10 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 11 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 12 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 13 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 14 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 15 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 16 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 17 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 18 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 19 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 20 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 21 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 22 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 23 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 24 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 25 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 26 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 27 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 28 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 29 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 30 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 31 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 32 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 33 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 34 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 35 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 36 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 37 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 38 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 39 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 40 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 41 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 42 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 43 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 44 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 45 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 46 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 47 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 48 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 49 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 50 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 51 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 52 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 53 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 54 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 55 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 56 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 57 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 58 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 59 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 60 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 61 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 62 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 63 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 64 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 65 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 66 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 67 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 68 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 69 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 70 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 71 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 72 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 73 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 74 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 75 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 76 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 77 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 78 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 79 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 80 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 81 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 82 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 83 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 84 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 85 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 86 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 87 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 88 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 89 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 90 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 91 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 92 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 93 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 94 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 95 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 96 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 97 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 98 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 99 of 100...\n", "srf_mg_mc: ... sim 20 of 20: MH iter 100 of 100...\n", "Elapsed time: 32 sec\n", "Number of realizations generated: 20\n", "Conditioning data honoured ? True\n" ] } ], "source": [ "# Number of realizations and seed\n", "nreal = 20\n", "seed_sim = 232\n", "\n", "# Simulation\n", "np.random.seed(seed_sim)\n", "t1 = time.time()\n", "Z = gn.srf.srf_mg_mc(\n", " cov_model_T, kernel_Y, (nx, ny, nz), (sx, sy, sz), (ox, oy, oz),\n", " spacing_Y=spacing_Y,\n", " categVal=categVal,\n", " x=x, v=v,\n", " t=t_constraint, yt=yt_constraint,\n", " algo_T='fft', params_T={'mean':mean_T},\n", " # algo_T='classic', params_T={'mean':mean_T, 'nneighborMax':24}, # alternative algo for T\n", " nreal=nreal,\n", " full_output=False,\n", " verbose=4,\n", ")\n", "t2 = time.time()\n", "print(f'Elapsed time: {t2-t1:.2g} sec')\n", "print(f'Number of realizations generated: {Z.shape[0]}')\n", "\n", "# Fill image\n", "im_Z = gn.img.Img(nx=nx, ny=ny, nz=nz, sx=sx, sy=sy, sz=sz, ox=ox, oy=oy, oz=oz, nv=Z.shape[0], val=Z)\n", "\n", "# Check conditioning\n", "if x is not None and im_Z.nv > 0:\n", " # Get index of conditioning location in simulation grid\n", " x_grid_index = [gn.img.pointToGridIndex(xx[0], xx[1], xx[2], sx, sy, sz, ox, oy, oz) for xx in x]\n", "\n", " # Get value at hard data\n", " im_Z_value_at_x = np.asarray([[im_Z.val[i][grid_index[::-1]] for grid_index in x_grid_index] \n", " for i in range(im_Z.nv)])\n", " conditioning_ok = np.all(im_Z_value_at_x == v)\n", " print('Conditioning data honoured ?', conditioning_ok)\n", " if not conditioning_ok:\n", " #print('Conditioning data, peak-to-peak diff:', np.ptp(im_Z_value_at_x - v))\n", " print('Conditioning data, ok at:', 100*np.mean(im_Z_value_at_x == v), '%')# Fill image\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Statistics (proportion map)\n", "# ---------------------------\n", "im_Z_stats = gn.img.imageCategProp(im_Z, categVal)\n", "\n", "prop_col = categCol # colors for the proportion maps\n", "cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# Plot proportion maps\n", "# --------------------\n", "# Plot \"interactive in pop-up window\" or \"inline\" (comment the undesired one) ...\n", "# ... interactive (after closing the pop-up window, the position of the camera is retrieved in output)\n", "#pp = pv.Plotter(shape=(2,2), window_size=(1024, 512), notebook=False)\n", "# ... inline\n", "pp = pv.Plotter(shape=(2,2), window_size=(1024, 1024))\n", "\n", "if x is not None:\n", " # data points to be added to 3D plot\n", " data_points = pv.PolyData(x)\n", " # ... set color for data points according to their value\n", " data_points_col = [matplotlib.colors.to_rgb(\n", " categCol[np.where(np.asarray(categVal) == i)[0][0]]) for i in v] \n", " # color for data points according to their value\n", " # or:\n", " #data_points_col = gn.imgplot.get_colors_from_values(v.astype(float), categ=True, categVal=categVal, categCol=categCol)\n", " \n", " data_points['colors'] = data_points_col\n", "\n", "for j in range(4):\n", " pp.subplot(j//2, j%2)\n", " gn.imgplot3d.drawImage3D_slice(\n", " im_Z_stats, iv=j,\n", " plotter=pp,\n", " slice_normal_x=im_Z.ox+0.5*im_Z.nx*im_Z.sx,\n", " slice_normal_y=im_Z.oy+0.5*im_Z.ny*im_Z.sy,\n", " slice_normal_z=im_Z.oz+0.5*im_Z.nz*im_Z.sz,\n", " cmap=cmap[j], \n", " text=f'proportion map ({im_Z.nv} real.), facies {categVal[j]}',\n", " scalar_bar_kwargs={'title':j*' ', 'title_font_size':20, 'vertical':True})\n", " if x is not None:\n", " pp.add_mesh(data_points, rgb=True, point_size=12., render_points_as_spheres=True)\n", "\n", "pp.link_views()\n", "\n", "pp.show(cpos=(360, 265, 110)) # position of the camera can be specified" ] } ], "metadata": { "kernelspec": { "display_name": "py313", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 }