{ "cells": [ { "cell_type": "markdown", "id": "8d1cb541", "metadata": {}, "source": [ "# Refinement with emcee: Neutron data for PbSO4\n" ] }, { "cell_type": "markdown", "id": "0353848c", "metadata": {}, "source": [ "## Bayesian refinment\n", "* Experimental data D ($y_\\text{exp}$) \n", "* $\\boldsymbol{x}$ parameters to be refined $\\boldsymbol{x}$=($\\boldsymbol{x}_\\text{experiment}$, $\\boldsymbol{x}_\\text{instrument}$, $\\boldsymbol{x}_\\text{sample}$)\n", "* Simulated diffraction pattern $y_\\text{sim}=f(\\boldsymbol{x})$\n", "\n", "**Goal:** Finding the posterior probability distribution over parameters, $P(\\boldsymbol{x}|D)$, given some data D and prior knowledge.\n", "\n", "The posterior for parameters is\n", "\n", "\\begin{equation}\n", "\\large\n", "\\underbrace{P(\\boldsymbol{x}|D)}_\\text{Posterior} = \\underbrace{P(D|\\boldsymbol{x})}_\\text{Likelihood}\\, \\, \\underbrace{P(\\boldsymbol{x})}_\\text{Priors}\n", "\\end{equation}\n", "\n", "### Likelihood IID normal errors \n", "Identical and independent normal distributed errors\n", "\\begin{equation}\n", "\\large\n", "y_\\text{exp,i} = y_\\text{sim,i} + \\epsilon_i, \\quad \\epsilon_i \\sim \\mathcal{N}(\\mu=0, \\sigma^2)\n", "\\end{equation}\n", "meaning\n", "\\begin{equation}\n", "\\large\n", "P(D|\\boldsymbol{x}) \\propto \\exp{\\left (-\\vert\\vert \\boldsymbol{y}_\\text{target} - \\boldsymbol{y}_\\text{model}\\vert\\vert^2/2\\sigma^2 \\right )}\n", "\\end{equation}\n", "\n", "### Likelihood with heteroscedasticity\n", "Including heteroscedasticity via another approach (common for count data?) is\n", "\\begin{equation}\n", "\\large\n", "\\epsilon_i \\sim \\mathcal{N}(\\mu=0, \\sigma^2_i = y_\\text{exp,i}).\n", "\\end{equation}\n", "\n", "### Likelihood\n", "From paper \"Use of Bayesian Inference in Crystallographic Structure Refinement via Full Diffraction Profile Analysis\" (doi: https://doi.org/10.1038/srep31625), they use something along the lines of\n", "\n", "\\begin{equation}\n", "\\large\n", "\\epsilon_i \\sim \\mathcal{N}(\\mu=0, \\sigma^2_i = \\sigma^2 \\cdot y_\\text{exp,i}).\n", "\\end{equation}\n", "\n", "Additionally, they add correlation between $\\epsilon_i$ and $\\epsilon_j$ if i,j are close.\n", "\n", "\n", "\n", "### Posterior \n", "Finding parameters that maximizes the posterior is equvivalent to regular optimization (least-squares).\n", "\n", "Evaluating the posterior via MCMC-sampling (emcee)." ] }, { "cell_type": "code", "execution_count": 1, "id": "a5807608", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GSAS-II binary directory: /home/erikfr/.local/lib/python3.8/site-packages/GSASII/bindist\n", "ImportError for wx/mpl in GSASIIctrlGUI: ignore if docs build\n" ] } ], "source": [ "# esyScience\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import emcee\n", "import corner\n", "\n", "sns.set_context('notebook')\n", "\n", "# esyScience, diffraction\n", "from easyDiffractionLib import Phases\n", "from easyDiffractionLib.sample import Sample as Job\n", "from easyDiffractionLib.interface import InterfaceFactory as Calculator\n", "from easyDiffractionLib.elements.Experiments.Pattern import Pattern1D\n", "from easyDiffractionLib.elements.Backgrounds.Point import PointBackground, BackgroundPoint\n", "from easyDiffractionLib.Profiles.P1D import Instrument1DCWParameters as CWParams" ] }, { "cell_type": "code", "execution_count": 2, "id": "d7f28cba", "metadata": {}, "outputs": [], "source": [ "# help functions\n", "\n", "def print_parameters(job):\n", " print(job.phases[0].scale)\n", " print(job.pattern.zero_shift)\n", " print(job.parameters.resolution_u)\n", " print(job.parameters.resolution_v)\n", " print(job.parameters.resolution_w)\n", " print(job.backgrounds[0][0])\n", " print(job.backgrounds[0][1])\n", " \n", "\n", "def compute_rmse(y1, y2):\n", " delta_y = y1-y2\n", " rmse = np.sqrt(np.mean(delta_y**2))\n", " return rmse" ] }, { "cell_type": "code", "execution_count": 3, "id": "c1e60a11", "metadata": {}, "outputs": [], "source": [ "theta_0 = np.array([5, 1.0, 0.125, 0.18, -0.4, 0.4, 210, 230])\n", "\n", "\n", "def generate_starting_theta():\n", " theta = theta_0.copy()\n", " theta[0] += np.random.normal(0, 1) # sigma\n", " theta[1] += np.random.normal(0, 0.05) # scale\n", " theta[2] += np.random.normal(0, 0.01) # zero-shift\n", " theta[3] += np.random.normal(0, 0.01) # u\n", " theta[4] += np.random.normal(0, 0.01) # v\n", " theta[5] += np.random.normal(0, 0.01) # w\n", " theta[6] += np.random.normal(0, 10) # bkground-1\n", " theta[7] += np.random.normal(0, 10) # bkground-2\n", " return theta\n", "\n", "\n", "def set_job_parameters(job, theta):\n", " job.phases[0].scale = theta[1]\n", " job.pattern.zero_shift = theta[2]\n", " job.parameters.resolution_u = theta[3]\n", " job.parameters.resolution_v = theta[4]\n", " job.parameters.resolution_w = theta[5]\n", " job.backgrounds[0][0].y = theta[6]\n", " job.backgrounds[0][1].y = theta[7]" ] }, { "cell_type": "code", "execution_count": 9, "id": "da9cc598", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2201,) (2201,)\n" ] } ], "source": [ "# load cif\n", "cif_fname = '../datasets/neutron_powder_PbSO4/PbSO4.cif'\n", "phases = Phases.from_cif_file(cif_fname)\n", "phase = phases[0]\n", "\n", "# load diffraction data\n", "meas_fname = '../datasets/neutron_powder_PbSO4/D1A@ILL.xye'\n", "meas_x, meas_y, meas_e = np.loadtxt(meas_fname, unpack=True)\n", "print(meas_x.shape, meas_y.shape)" ] }, { "cell_type": "code", "execution_count": 13, "id": "f3ff2ece", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Temp CIF: /tmp/easydiffraction_temp.cif\n" ] } ], "source": [ "# setup interface to CrysFML and job\n", "#calculator = Calculator(interface_name='CrysFML')\n", "calculator = Calculator(interface_name='CrysPy')\n", "\n", "job = Job(phases=phases, interface=calculator)\n", "\n", "# setup \n", "job.parameters.wavelength = 1.912\n", "\n", "# add background\n", "bkg = PointBackground(linked_experiment='PbSO4')\n", "bkg.append(BackgroundPoint.from_pars(meas_x[0], 200))\n", "bkg.append(BackgroundPoint.from_pars(meas_x[-1], 250))\n", "job.set_background(bkg)" ] }, { "cell_type": "code", "execution_count": 14, "id": "3dfe66a1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 5.00e+00 1.00e+00 1.25e-01 1.80e-01 -4.00e-01 4.00e-01 2.10e+02\n", " 2.30e+02]\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Initial RMSE: 71.60127235042337\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Before fitting, theta_0\n", "print(theta_0)\n", "\n", "set_job_parameters(job, theta_0)\n", "y_initial = calculator.fit_func(meas_x)\n", "rmse_initial = compute_rmse(meas_y, y_initial)\n", "\n", "print_parameters(job)\n", "\n", "print('Initial RMSE:', rmse_initial)\n", "\n", "\n", "fig = plt.figure(figsize=(9, 3.5))\n", "plt.plot(meas_x, meas_y, label='Exp')\n", "plt.plot(meas_x, y_initial, label='Initial')\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 15, "id": "a2dbe734", "metadata": {}, "outputs": [], "source": [ "# define all probabilities, priors, likelihoods, posterios\n", "\n", "def log_gaussian_likelihood(theta):\n", "\n", " set_job_parameters(job, theta)\n", " sigma = theta[0]\n", " \n", " # if calculation fails for any reason, return -inf\n", " try:\n", " y_predicted = calculator.fit_func(meas_x)\n", " except ArithmeticError:\n", " print(' Exception from calc found, -inf')\n", " return -np.inf\n", "\n", " # if y contains nan then return -inf\n", " if np.any(np.isnan(y_predicted)):\n", " print(' nan found in predicted values, -inf')\n", " return -np.inf\n", "\n", " LL = -0.5 * np.sum(np.log(2 * np.pi * sigma ** 2) + (meas_y - y_predicted) ** 2 / sigma ** 2)\n", " \n", " sigmas = sigma * np.sqrt(meas_y)\n", " LL = -0.5 * np.sum(np.log(2 * np.pi * sigmas ** 2) + (meas_y - y_predicted) ** 2 / sigmas ** 2)\n", "\n", " return LL\n", "\n", "\n", "def log_prior(theta):\n", "\n", " sigma = theta[0]\n", " \n", " if sigma < 0 or sigma > 1000:\n", " return -np.inf\n", " \n", " return 0\n", "\n", "\n", "def log_posterior(theta):\n", " return log_prior(theta) + log_gaussian_likelihood(theta)" ] }, { "cell_type": "code", "execution_count": 16, "id": "a1de3b55", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-12197.897634880415\n", "-12248.526850508833\n", "-12517.325927566704\n", "-12247.78884971347\n", "-12158.382617088078\n", "-12017.490473372869\n", "-12362.845457047493\n", "-12366.92111589481\n", "-12222.76204723504\n", "-11877.999645031128\n", "-12345.259296537246\n", "-12712.166099804042\n", "-12326.21644648346\n", "-11846.889379830009\n", "-12008.22926420808\n", "-12301.465597300796\n", "-11782.4111836386\n", "-12142.868337841035\n", "-12217.266286674285\n", "-12025.659988914482\n" ] } ], "source": [ "# MCMC parameters\n", "n_walkers = 20 # number of MCMC walkers\n", "n_every = 10 # keep every x:th sample\n", "n_steps = 2000 // n_every # steps per walker\n", "n_cols = 8\n", "\n", "# starting points for MCMC\n", "\n", "theta_start = []\n", "for _ in range(n_walkers):\n", " theta_start.append(generate_starting_theta())\n", "\n", "theta_start = np.array(theta_start).copy()\n", "# sanity check starting points such that there is no nans\n", "for theta in theta_start:\n", " print(log_posterior(theta))" ] }, { "cell_type": "code", "execution_count": 17, "id": "b494cb4d", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████████| 2000/2000 [2:16:09<00:00, 4.08s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "done!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# sample\n", "sampler = emcee.EnsembleSampler(n_walkers, n_cols, log_posterior)\n", "sampler.run_mcmc(theta_start, n_steps, progress=True, thin_by=n_every)\n", "print('done!')" ] }, { "cell_type": "code", "execution_count": 23, "id": "f79d20eb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(20, 200)\n" ] } ], "source": [ "samples_chain = sampler.chain\n", "logp = sampler.lnprobability\n", "print(logp.shape)\n", "\n", "n_eq = 200 // n_every\n", "samples_flat = samples_chain[:, n_eq:, :].reshape(-1, n_cols)" ] }, { "cell_type": "code", "execution_count": 24, "id": "d4d92105", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(20, 200, 8)\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# sanity plots\n", "plt.figure()\n", "plt.plot(logp.T);\n", "\n", "plt.figure()\n", "plt.plot(samples_chain[:, :, 1].T);\n", "print(samples_chain.shape)" ] }, { "cell_type": "code", "execution_count": 25, "id": "e710415b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Best model: RMSE 46.41102, sigma 1.939\n", "\n", "sigma (dy) 1.93908 , err 0.02978\n", "scale 1.20904 , err 0.00684\n", "zero_shift 0.12200 , err 0.00120\n", "resolution_u 0.20463 , err 0.01965\n", "resolution_v -0.49486 , err 0.03814\n", "resolution_w 0.48771 , err 0.01610\n", "intensity 197.16263 , err 1.80352\n", "intensity 239.69534 , err 1.97808\n" ] } ], "source": [ "\n", "names = ['sigma (dy)', 'scale', 'zero_shift', 'resolution_u', 'resolution_v', 'resolution_w', 'intensity', 'intensity']\n", "\n", "def print_all_params(names, values, errs):\n", " for n, v, e in zip(names, values, errs):\n", " print(f'{n:15} {v:12.5f} , err {e:8.5f}')\n", "\n", "# select best model\n", "ind = np.argmax(logp)\n", "hp_loc = np.unravel_index(ind, logp.shape)\n", "assert logp[hp_loc] == logp.max()\n", "theta_best = samples_chain[hp_loc]\n", "\n", "set_job_parameters(job, theta_best)\n", "y = calculator.fit_func(meas_x)\n", "rmse = compute_rmse(meas_y, y)\n", "\n", "\n", "# estimate errors\n", "stds = samples_flat.std(axis=0)\n", "print(f'Best model: RMSE {rmse:.5f}, sigma {theta_best[0]:.3f}')\n", "print()\n", "print_all_params(names, theta_best, stds)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 26, "id": "c2ecf5e9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "# plot\n", "fig = plt.figure(figsize=(12, 5))\n", "plt.plot(meas_x, meas_y, label='Exp')\n", "plt.plot(meas_x, y, '-', label='Best from MCMC')\n", "plt.plot(meas_x, meas_y-y-500, '-', label='dIFF')\n", "plt.legend();\n" ] }, { "cell_type": "code", "execution_count": 27, "id": "5a289902", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot walker\n", "fig = plt.figure(figsize=(11, 9))\n", "ax1 = fig.add_subplot(321)\n", "ax2 = fig.add_subplot(322)\n", "ax3 = fig.add_subplot(323)\n", "ax4 = fig.add_subplot(324)\n", "ax5 = fig.add_subplot(325)\n", "ax6 = fig.add_subplot(326)\n", "\n", "walker_ind = 13\n", "\n", "samples_walker = samples_chain[walker_ind]\n", "p_walker = logp[walker_ind]\n", "#p_walker = np.exp(p_walker-logp.max())\n", "\n", "ax1.plot(samples_walker[:, 1], label='Scale')\n", "ax2.plot(samples_walker[:, 6], label='Background-1')\n", "ax2.plot(samples_walker[:, 7], label='Background-2')\n", "\n", "ax3.plot(samples_walker[:, 2], label='zero shift')\n", "ax4.plot(samples_walker[:, 3], label='u')\n", "ax4.plot(samples_walker[:, 4], label='v')\n", "ax4.plot(samples_walker[:, 5], label='w')\n", "\n", "ax5.plot(samples_walker[:, 0], label='sigma')\n", "\n", "ax6.plot(p_walker, label='log-p')\n", "\n", "ax1.legend()\n", "ax2.legend()\n", "ax3.legend()\n", "ax4.legend()\n", "ax5.legend()\n", "ax6.legend()\n", "\n", "ax5.set_xlabel('MCMC steps')\n", "ax6.set_xlabel('MCMC steps')\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "code", "execution_count": 28, "id": "a3339a40", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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