{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quantum Statistical Potential Simulation\n", "\n", "The YAML input file can be found at [input_file](https://raw.githubusercontent.com/murillo-group/sarkas/master/docs/examples/QSP/input_files/QSP_cgs.yaml) and this notebook at [notebook](https://raw.githubusercontent.com/murillo-group/sarkas/master/docs/examples/QSP/QSP_Tutorial.ipynb)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using matplotlib backend: Qt5Agg\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "# Import the usual libraries\n", "%pylab\n", "%matplotlib inline\n", "import os\n", "\n", "plt.style.use('MSUstyle')\n", "# Import sarkas\n", "from sarkas.processes import Simulation, PostProcess, PreProcess\n", "\n", "# Create the file path to the YAML input file\n", "input_file_name = os.path.join('input_files', 'QSP_cgs.yaml')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# sim = PreProcess(input_file_name)\n", "# sim.setup(read_yaml=True)\n", "# sim.run(loops = 20,\n", "# pppm_estimate=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [], "source": [ "# sim = Simulation(input_file_name)\n", "# sim.setup(read_yaml=True)\n", "# sim.run()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "postproc = PostProcess(input_file_name)\n", "postproc.setup(read_yaml=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Equilibration check\n", "postproc.therm.setup(postproc.parameters)\n", "# postproc.therm.temp_energy_plot(postproc, phase='equilibration')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Production check\n", "postproc.therm.temp_energy_plot(postproc, phase='production')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5650408474e44c9c83efc0c4d86e5f51", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(10,7))\n", "ax.plot(hnc_r , hnc_gee, label = 'hnc e-e RDF')\n", "ax.plot(hnc_r , hnc_gei, label = 'hnc e-p RDF')\n", "ax.plot(hnc_r , hnc_gii, label = 'hnc p-p RDF')\n", "postproc.rdf.plot(scaling = postproc.parameters.electron_WS_radius, \n", " y = [('e-e RDF', \"Mean\"),\n", " ('e-p RDF', \"Mean\"),\n", " ('p-p RDF', \"Mean\")\n", " ],\n", " ax = ax, \n", " ls = '--')\n", "ax.legend()\n", "ax.set(xlim = (-0.2, 6), xlabel = r'$r/a_e$', ylabel = r\"$g(r)$\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from sarkas.tools.observables import ElectricCurrent\n", "from sarkas.tools.transport import TransportCoefficients" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "ec = ElectricCurrent()\n", "ec.setup(postproc.parameters, no_slices = 4)\n", "#ec.compute()\n", "ec.parse()\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Timee Electric Currentp Electric CurrentElectric Current
NaNXYZXYZXYZ
NaNMeanStdMeanStdMeanStdMeanStdMeanStdMeanStdMeanStdMeanStdMeanStd
00.000000e+00-1.5929794.2663120.3137814.6963362.0918854.912189-0.0008680.0023240.0001710.0025580.0011390.002675-1.5938464.2686360.3139524.6988942.0930254.914864
14.212480e-19-1.5568204.2559510.2612284.7276192.1298234.919757-0.0008480.0023180.0001420.0025750.0011600.002679-1.5576684.2582690.2613704.7301932.1309834.922436
28.424960e-19-1.5142934.2506590.2124174.7578232.1658564.927102-0.0008250.0023150.0001160.0025910.0011800.002683-1.5151184.2529740.2125334.7604142.1670364.929785
31.263744e-18-1.4703214.2511310.1690784.7805382.2000744.932380-0.0008010.0023150.0000920.0026040.0011980.002686-1.4711224.2534460.1691704.7831422.2012724.935066
41.684992e-18-1.4288664.2543510.1276514.7959152.2353644.932165-0.0007780.0023170.0000700.0026120.0012170.002686-1.4296444.2566680.1277214.7985262.2365814.934851
............................................................
166617.018413e-15-5.0740256.9495501.2474914.7108952.7875234.774233-0.0027630.0037850.0006790.0025660.0015180.002600-5.0767896.9533351.2481704.7134602.7890414.776834
166627.018834e-15-5.0473546.9583531.1898074.7203782.8376814.749905-0.0027490.0037900.0006480.0025710.0015450.002587-5.0501036.9621431.1904554.7229482.8392264.752492
166637.019255e-15-5.0192476.9641061.1315424.7337262.8918924.732832-0.0027340.0037930.0006160.0025780.0015750.002578-5.0219816.9678981.1321584.7363042.8934674.735410
166647.019677e-15-4.9916516.9692321.0697914.7533682.9485934.725178-0.0027190.0037960.0005830.0025890.0016060.002573-4.9943706.9730271.0703744.7559572.9501994.727751
166657.020098e-15-4.9655826.9771881.0039264.7776913.0068254.728724-0.0027040.0038000.0005470.0026020.0016380.002575-4.9682866.9809881.0044734.7802933.0084624.731299
\n", "

16666 rows × 19 columns

\n", "
" ], "text/plain": [ " Time e Electric Current \\\n", " NaN X Y \n", " NaN Mean Std Mean Std \n", "0 0.000000e+00 -1.592979 4.266312 0.313781 4.696336 \n", "1 4.212480e-19 -1.556820 4.255951 0.261228 4.727619 \n", "2 8.424960e-19 -1.514293 4.250659 0.212417 4.757823 \n", "3 1.263744e-18 -1.470321 4.251131 0.169078 4.780538 \n", "4 1.684992e-18 -1.428866 4.254351 0.127651 4.795915 \n", "... ... ... ... ... ... \n", "16661 7.018413e-15 -5.074025 6.949550 1.247491 4.710895 \n", "16662 7.018834e-15 -5.047354 6.958353 1.189807 4.720378 \n", "16663 7.019255e-15 -5.019247 6.964106 1.131542 4.733726 \n", "16664 7.019677e-15 -4.991651 6.969232 1.069791 4.753368 \n", "16665 7.020098e-15 -4.965582 6.977188 1.003926 4.777691 \n", "\n", " p Electric Current \\\n", " Z X Y \n", " Mean Std Mean Std Mean Std \n", "0 2.091885 4.912189 -0.000868 0.002324 0.000171 0.002558 \n", "1 2.129823 4.919757 -0.000848 0.002318 0.000142 0.002575 \n", "2 2.165856 4.927102 -0.000825 0.002315 0.000116 0.002591 \n", "3 2.200074 4.932380 -0.000801 0.002315 0.000092 0.002604 \n", "4 2.235364 4.932165 -0.000778 0.002317 0.000070 0.002612 \n", "... ... ... ... ... ... ... \n", "16661 2.787523 4.774233 -0.002763 0.003785 0.000679 0.002566 \n", "16662 2.837681 4.749905 -0.002749 0.003790 0.000648 0.002571 \n", "16663 2.891892 4.732832 -0.002734 0.003793 0.000616 0.002578 \n", "16664 2.948593 4.725178 -0.002719 0.003796 0.000583 0.002589 \n", "16665 3.006825 4.728724 -0.002704 0.003800 0.000547 0.002602 \n", "\n", " Electric Current \\\n", " Z X Y \n", " Mean Std Mean Std Mean Std \n", "0 0.001139 0.002675 -1.593846 4.268636 0.313952 4.698894 \n", "1 0.001160 0.002679 -1.557668 4.258269 0.261370 4.730193 \n", "2 0.001180 0.002683 -1.515118 4.252974 0.212533 4.760414 \n", "3 0.001198 0.002686 -1.471122 4.253446 0.169170 4.783142 \n", "4 0.001217 0.002686 -1.429644 4.256668 0.127721 4.798526 \n", "... ... ... ... ... ... ... \n", "16661 0.001518 0.002600 -5.076789 6.953335 1.248170 4.713460 \n", "16662 0.001545 0.002587 -5.050103 6.962143 1.190455 4.722948 \n", "16663 0.001575 0.002578 -5.021981 6.967898 1.132158 4.736304 \n", "16664 0.001606 0.002573 -4.994370 6.973027 1.070374 4.755957 \n", "16665 0.001638 0.002575 -4.968286 6.980988 1.004473 4.780293 \n", "\n", " \n", " Z \n", " Mean Std \n", "0 2.093025 4.914864 \n", "1 2.130983 4.922436 \n", "2 2.167036 4.929785 \n", "3 2.201272 4.935066 \n", "4 2.236581 4.934851 \n", "... ... ... \n", "16661 2.789041 4.776834 \n", "16662 2.839226 4.752492 \n", "16663 2.893467 4.735410 \n", "16664 2.950199 4.727751 \n", "16665 3.008462 4.731299 \n", "\n", "[16666 rows x 19 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ec.dataframe" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "====================== Electrical Conductivity ======================= \n", "\n", "Data saved in: \n", " Simulations/qsp_cgs/PostProcessing/TransportCoefficients/Production/ElectricalConductivity_qsp_cgs.h5\n", "Simulations/qsp_cgs/PostProcessing/TransportCoefficients/Production/ElectricalConductivity_slices_qsp_cgs.h5\n", "\n", "No. of slices = 4\n", "No. dumps per slice = 2777\n", "Time interval of autocorrelation function = 7.0205e-15 [s] ~ 501 w_p T\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0cb1844250634045931bddc56d69d7a3", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/4 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tc = TransportCoefficients(postproc.parameters)\n", "tc.electrical_conductivity(ec, \"ElectricalConductivity\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
TimeElectrical Conductivity
NaNMeanStd
00.000000e+000.000000e+000.000000e+00
14.212480e-190.000000e+000.000000e+00
28.424960e-195.412416e+149.348701e+13
31.263744e-181.082391e+151.869658e+14
41.684992e-181.623361e+152.804388e+14
............
166617.018413e-154.022931e+173.956391e+17
166627.018834e-154.022840e+173.957253e+17
166637.019255e-154.022752e+173.958105e+17
166647.019677e-154.022667e+173.958949e+17
166657.020098e-154.022586e+173.959783e+17
\n", "

16666 rows × 3 columns

\n", "
" ], "text/plain": [ " Time Electrical Conductivity \n", " NaN Mean Std\n", "0 0.000000e+00 0.000000e+00 0.000000e+00\n", "1 4.212480e-19 0.000000e+00 0.000000e+00\n", "2 8.424960e-19 5.412416e+14 9.348701e+13\n", "3 1.263744e-18 1.082391e+15 1.869658e+14\n", "4 1.684992e-18 1.623361e+15 2.804388e+14\n", "... ... ... ...\n", "16661 7.018413e-15 4.022931e+17 3.956391e+17\n", "16662 7.018834e-15 4.022840e+17 3.957253e+17\n", "16663 7.019255e-15 4.022752e+17 3.958105e+17\n", "16664 7.019677e-15 4.022667e+17 3.958949e+17\n", "16665 7.020098e-15 4.022586e+17 3.959783e+17\n", "\n", "[16666 rows x 3 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tc.conductivity_df" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 0, '$\\\\tau$ [fs]'), Text(0, 0.5, ' $\\\\sigma/\\\\omega_p$')]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rescaling = 1.0/ec.total_plasma_frequency\n", "fig, ax = plt.subplots(1,1, figsize=(10,7))\n", "ax.plot(tc.conductivity_df[\"Time\"].iloc[:,0]*1e15, \n", " tc.conductivity_df[(\"Electrical Conductivity\", \"Mean\")] * rescaling,\n", " label = r'$\\sigma$')\n", "\n", "ax.plot(tc.conductivity_df[\"Time\"].iloc[:,0]*1e15, tc.conductivity_df[(\"Electrical Conductivity\", \"Mean\")].expanding().mean() * rescaling,\n", " ls = '--', label = r'Mov Avg')\n", "\n", "ax.legend(ncol = 2)\n", "ax.set(xlabel = r\"$\\tau$ [fs]\",ylabel = r\" $\\sigma/\\omega_p$\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 4 }