{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ePSproc Matlab demo" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As noted in the [main readme/intro doc](../about.html), ePSproc originally started as a set of Matlab routines, before migration to Python in 2019. Although no longer maintained/updated since ~2018, the Matlab routines are still available as part of the ePSproc distribution. This notebook demos the routines, following the demo script `ePSproc_NO2_MFPADs_demo.m` (to run this code in a Jupyter environment, a Matlab kernel is required, e.g. [Calysto's Matlab kernel](https://github.com/Calysto/matlab_kernel)).\n", "\n", "Functionality:\n", "\n", "* Read raw photoionization matrix elements from ePS output files with “dumpIdy” segments\n", "* Calculate MF-PADs from the matrix elements (ePSproc_MFPAD.m, see also ePSproc_NO2_MFPADs_demo.m)\n", "* Plot MF-PADs\n", "* Plot X-sects\n", "* (Beta testing): Calculate MF-BLMs from matrix elements, see ePSproc_MFBLM.m\n", "* (Under development): Calculate AF-BLMs from matrix elements.\n", "\n", "\n", "Source:\n", "\n", "* /matlab: stable matlab code (as per `release v1.0.1 `__).\n", "\n", " * a set of functions for processing (ePSproc*.m files)\n", " * a script showing demo calculations, `ePSproc_NO2_MFPADs_demo.m`\n", "\n", "\n", "* /docs/additional contains:\n", "\n", " * the benchmark results from these calculations, `ePSproc_NO2_testing_summary_250915.pdf`\n", " * additional notes on ePS photoionization matrix elements, `ePSproc_scattering_theory_ePS_notes_011015.pdf`.\n", "\n", "See `ePSproc: Post-processing suite for ePolyScat electron-molecule scattering calculations `_ for more details." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "ans =\n", "\n", " '9.4.0.813654 (R2018a)'\n", "\n" ] } ], "source": [ "cd('~/github/ePSproc') % Change to ePSproc root dir." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "fileName =\n", "\n", " 'n2_3sg_0.1-50.1eV_A2.inp.out'\n", "\n" ] } ], "source": [ "%% *** SETTINGS\n", "% Set up basic environment\n", "\n", "% Name & path to ePS output file. In this version set full file name here, and working directory below.\n", "% fileName='no2_demo_ePS.out' % OK for MFPAD testing, but only single E point\n", "fileName='n2_3sg_0.1-50.1eV_A2.inp.out'\n", "\n", "% Set paths for Linux or Win boxes (optional!)\n", "if isunix\n", " dirSlash='/';\n", "else\n", " dirSlash='\\';\n", "end\n", "\n", "filePath=[pwd dirSlash 'data' dirSlash 'photoionization']; % Root to working directory, here set as current dir/data/photoionization\n", "fileBase=[filePath dirSlash fileName]; % Full path to ePS results file, here set as current working direcory\n", "\n", "scriptPath=[pwd dirSlash 'matlab' dirSlash]; % Add path to ePSproc scrips to Matlab path list, here set as current dir/matlab\n", "path(path,[scriptPath]); " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Reading ePS output file\n", "/home/paul/github/ePSproc/data/photoionization/n2_3sg_0.1-50.1eV_A2.inp.out\n", "Found 102 sets of matrix elements\n", "Read 102 sets of matrix elements (0 blank records)\n", "Found 2 symmetries\n", " 'SU' 'PU'\n", "\n", "Found 51 energies\n", "Found 2 atoms\n", "Found 18 data records\n", "Found 3 sets of cross sections\n" ] } ], "source": [ "%% *** Read data\n", "% Variables:\n", "% rlAll contains matrix elements (from DumpIdy segments)\n", "% params contains various calculation parameters\n", "% getCro contains cross-section (from GetCro segments), if present\n", "\n", "[rlAll, params, getCro]=ePSproc_read(fileBase);\n", "\n", "params.fileBase=fileBase;\n", "params.fileName=fileName;" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "rlAll = \n", "\n", " 2x51 struct array with fields:\n", "\n", " eKE\n", " PE\n", " symm\n", " symmSet\n", " MbNorm\n", " rawIdyHead\n", " rawIdy1\n", " rlnlHead\n", " rlnl1\n", " rawIdy2\n", " rlnl2\n", " pWaveAll\n", "\n" ] } ], "source": [ "% Matrix elements are stored in a structure\n", "rlAll" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "getCro = \n", "\n", " 1x3 struct array with fields:\n", "\n", " GetCro\n", "\n" ] } ], "source": [ "% GetCro outputs (total cross-secions, LF betas)\n", "getCro" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "params = \n", "\n", " struct with fields:\n", "\n", " symmList: {'SU' 'PU' 'All'}\n", " eKE: [1x51 double]\n", " symmAll: {1x102 cell}\n", " eAll: [1x102 double]\n", " nRecords: 102\n", " nEnergies: 51\n", " nSymms: 2\n", " gLmax: 11\n", " blankRec: 0\n", " missingE: [1x0 double]\n", " pWaveAll: [144x51x3 double]\n", " pWaveAllMb: [144x51x3 double]\n", " LMallInd: [144x2 double]\n", " coords: {1x5 cell}\n", " dataRecords: {18x2 cell}\n", " IP: 15.5800\n", " GetCroHeader: {{1x1 cell}}\n", " fileBase: '/home/paul/github/ePSproc/data/photoionization/n2_3sg_0.1-50.1eV_A2.inp.out'\n", " fileName: 'n2_3sg_0.1-50.1eV_A2.inp.out'\n", "\n" ] } ], "source": [ "% General calculation params\n", "params" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot cross-sections and betas\n", "\n", "These are taken from the `GetCro` segments in the ePS output files, and correspond to results for an isotropic ensemble of molecules, i.e. observables in the lab frame (LF) for 1-photon ionization (see [the ePS tutorial for more details](https://epsproc.readthedocs.io/en/latest/ePS_ePSproc_tutorial/ePS_tutorial_080520.html#Theoretical-background)).\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: MATLAB has disabled some advanced graphics rendering features by switching to software OpenGL. For more information, click here.\n", "Warning: Ignoring extra legend entries.\n", "> In legend>set_children_and_strings (line 646)\n", " In legend>make_legend (line 316)\n", " In legend (line 259)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%% Plot GetCro results for each symm & total\n", "\n", "col=2; % Select column from getCro output (see params.GetCroHeader)\n", "\n", "figure('color',[1 1 1],'name','GetCro outputs');\n", "\n", "for n=1:length(getCro)\n", " plot(getCro(n).GetCro(:,1)-params.IP,getCro(n).GetCro(:,col));\n", " hold on;\n", "end\n", "\n", "title({['NO_2 ePS resutls, files ' strrep(fileName,'_','\\_')]; 'X-sects from ePS(GetCro) results'});\n", "xlabel('eKE/eV');\n", "ylabel('X-sect/Mb');\n", "\n", "legend([params.symmList 'Sum']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## MFPADs\n", "\n", "These are calculated numerically from the matrix elements, for a given polarization geometry and symmetry (the [method is the same as the python version of the routine](https://epsproc.readthedocs.io/en/dev/demos/ePSproc_demo_Aug2019.html#Calculate-MFPADs))." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "%% *** Calculate MFPADs - single polarization geometry, all energies and symmetries\n", "% Calculate for specified Euler angles (polarization geometry) & energies\n", "\n", "% Set resolution for calculated I(theta,phi) surfaces\n", "res=100;\n", "\n", "% ip components to use from ePS output (1=length gauge, 2=velocity gauge)\n", "ipComponents=1;\n", "\n", "% it components to use from ePS output (for degenerate cases), set an array here for as many components as required, e.g. it=1, it=[1 2] etc.\n", "it=1;\n", "\n", "% Set light polarization and axis rotations LF -> MF\n", "p=0; % p=0 for linearly pol. light, +/-1 for L/R circ. pol.\n", "eAngs=[0 0 0]; % Eugler angles for rotation of LF->MF, set as [0 0 0] for z-pol, [0 pi/2 0] for x-pol, [pi/2 pi/2 0] for y-pol\n", "polLabel='z';\n", "\n", "% Run calculation - outputs are D, full set of MFPADs (summed over symmetries); Xsect, calculated X-sects; calcsAll, structure with results for all symmetries.\n", "[Xsect, calcsAll, pWaves]=ePSproc_MFPAD(rlAll,p,eAngs,it,ipComponents,res);\n", "\n", "% Add pol labels - currently expected in plotting routine, but not set in MFPAD routine\n", "for n=1:size(calcsAll,2)\n", " for symmIn=1:size(calcsAll,1)\n", " calcsAll(symmInd,n).polLabel=polLabel;\n", " end\n", "end\n", " " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "calcsAll = \n", "\n", " 3x51 struct array with fields:\n", "\n", " D\n", " C\n", " Cthres\n", " eKE\n", " symm\n", " euler\n", " Xsect\n", " XsectD\n", " Rlf\n", " p\n", " Cind\n", "\n" ] } ], "source": [ "% Results are output as a structure, dims (symmetries, energies).\n", "calcsAll" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "%plot -s 800,400" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(Above is a line-magic for setting displayed plot size with the Calysto kernel - see [the demo notebook](https://nbviewer.jupyter.org/github/Calysto/matlab_kernel/blob/master/matlab_kernel.ipynb) for more.)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%% Plotting - MFPAD panel plots\n", "\n", "% Set plot ranges\n", "symmInd=1; % Select symmetry (by index into calcsAll rows). Final symmetry state is set as sum over all symmetries\n", "% eRange=1; % Select energies (by index into calcsAll cols)\n", "eRange=1:3:20;\n", "\n", "% Additional options (optional)\n", "sPlotSet=[2 4]; % Set [rows cols] for subplot panels. The final panel will be replaced with a diagram of the geometry\n", "% titlePrefix='NO2 testing'; % Set a title prefix for the figure\n", "titlePrefix='';\n", "\n", "ePSproc_MFPAD_plot(calcsAll,eRange,symmInd,params,sPlotSet,titlePrefix);\n", "% ePSproc_MFPAD_plot(calcsAll,eRange,symmInd,params,sPlotSet,'','n','off');\n", "% ePSproc_MFPAD_plot(calcsAll,eRange,symmInd,params,[2 4],'','n','off');" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "symmInd =\n", "\n", " 3\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "% Calculate & plot for a different polarization state\n", "eAngs = [0 pi/2 0]; % x-pol case\n", "polLabel = 'x';\n", "\n", "[Xsect, calcsAll, pWaves]=ePSproc_MFPAD(rlAll,p,eAngs,it,ipComponents,res);\n", "\n", "% Add pol labels - currently expected in plotting routine, but not set in MFPAD routine\n", "for n=1:size(calcsAll,2)\n", " for symmIn=1:size(calcsAll,1)\n", " calcsAll(symmInd,n).polLabel=polLabel;\n", " end\n", "end\n", "\n", "symmInd=3;\n", "ePSproc_MFPAD_plot(calcsAll,eRange,symmInd,params,sPlotSet,titlePrefix);" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "% Calculate & plot for a different polarization state\n", "eAngs = [0 pi/4 0]; % Diagonal pol case\n", "polLabel = 'x';\n", "\n", "[Xsect, calcsAll, pWaves]=ePSproc_MFPAD(rlAll,p,eAngs,it,ipComponents,res);\n", "\n", "% Add pol labels - currently expected in plotting routine, but not set in MFPAD routine\n", "for n=1:size(calcsAll,2)\n", " for symmIn=1:size(calcsAll,1)\n", " calcsAll(symmInd,n).polLabel=polLabel;\n", " end\n", "end\n", "\n", "% Plot all symmetries\n", "for symmInd = 1:3\n", " ePSproc_MFPAD_plot(calcsAll,eRange,symmInd,params,sPlotSet,titlePrefix);\n", " \n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## MF $\\beta_{LM}$" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "%% *** Calculate MFPADs - single polarization geometry, all energies and symmetries\n", "% Calculate for specified Euler angles (polarization geometry) & energies\n", "\n", "% Set resolution for calculated I(theta,phi) surfaces\n", "res=100;\n", "\n", "% ip components to use from ePS output (1=length gauge, 2=velocity gauge)\n", "ipComponents=1;\n", "\n", "% it components to use from ePS output (for degenerate cases), set an array here for as many components as required, e.g. it=1, it=[1 2] etc.\n", "it=1;\n", "\n", "% Set light polarization and axis rotations LF -> MF\n", "p=0; % p=0 for linearly pol. light, +/-1 for L/R circ. pol.\n", "eAngs=[0 0 0]; % Eugler angles for rotation of LF->MF, set as [0 0 0] for z-pol, [0 pi/2 0] for x-pol, [pi/2 pi/2 0] for y-pol\n", "polLabel='z';\n", "\n", "% Run calculation - outputs are D, full set of MFPADs (summed over symmetries); Xsect, calculated X-sects; calcsAll, structure with results for all symmetries.\n", "calcsAll=ePSproc_MFPAD(rlAll,p,eAngs,it,ipComponents,res);\n", "\n", "% Add pol labels - currently expected in plotting routine, but not set in MFPAD routine\n", "% for n=1:size(calcsAll,2)\n", "% for symmIn=1:size(calcsAll,1)\n", "% calcsAll(symmInd,n).polLabel=polLabel;\n", "% end\n", "% end\n", " " ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(calcsAll.')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Matlab [conda env:matlab]", "language": "matlab", "name": "conda-env-matlab-matlab" }, "language_info": { "codemirror_mode": "octave", "file_extension": ".m", "help_links": [ { "text": "MetaKernel Magics", "url": "https://metakernel.readthedocs.io/en/latest/source/README.html" } ], "mimetype": "text/x-octave", "name": "matlab", "version": "0.16.11" } }, "nbformat": 4, "nbformat_minor": 4 }