202 lines
8.1 KiB
Matlab
202 lines
8.1 KiB
Matlab
%% --- User chooses which dataset to load ---
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datasetIdx = 1; % <-- change this to 1, 2, 3, ...
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datasetName = sprintf('Dataset_%d', datasetIdx);
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% --- Base directory selection ---
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useLocalBaseDir = true; % <-- set true to use script location, false to use manual path
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if useLocalBaseDir
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% Use folder where this script is located
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thisScriptPath = mfilename('fullpath');
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[thisScriptDir, ~, ~] = fileparts(thisScriptPath);
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baseDir = fullfile(thisScriptDir, 'Results');
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else
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% Use manually specified folder
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baseDir = 'E:\Results - Experiment\202508\BECToDropletsToStripes\';
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end
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% --- Build paths ---
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dataFile = fullfile(baseDir, 'SavedData', [datasetName '.mat']);
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figSaveDir = fullfile(baseDir, 'SavedFigures', datasetName);
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% --- Load dataset ---
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data = load(dataFile);
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% --- Ensure figure folder exists ---
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if ~exist(figSaveDir, 'dir')
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mkdir(figSaveDir);
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end
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% --- Access dataset struct dynamically ---
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datasetStruct = data.(datasetName);
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compiled_results = datasetStruct.results;
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scan_parameter_values = datasetStruct.scan_parameter_values;
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scan_reference_values = datasetStruct.scan_reference_values;
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% --- Load options used during analysis ---
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options = datasetStruct.options;
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options.font = 'Bahnschrift'; % override if needed
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options.skipSaveFigures = false; % override if needed
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%% ------------------ 1. Mean ± Std Plots ------------------
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% Plot Radial Spectral Contrast
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Plotter.plotMeanWithSE(scan_parameter_values, compiled_results.spectral_analysis_results.radial_spectral_contrast, ...
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'Title', options.titleString, ...
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'XLabel', 'B (G)', ...
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'YLabel', 'Radial Spectral Contrast', ...
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'FigNum', 1, ...
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'FontName', options.font, ...
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'SaveFileName', 'RadialSpectralContrast.fig', ...
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'SaveDirectory', figSaveDir, ... % save figures inside dataset-specific folder
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'SkipSaveFigures', options.skipSaveFigures);
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% Plot Angular Spectral Weight
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Plotter.plotMeanWithSE(scan_parameter_values, compiled_results.spectral_analysis_results.angular_spectral_weight, ...
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'Title', options.titleString, ...
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'XLabel', 'B (G)', ...
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'YLabel', 'Angular Spectral Weight', ...
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'FigNum', 2, ...
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'FontName', options.font, ...
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'SaveFileName', 'AngularSpectralWeight.fig', ...
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'SaveDirectory', figSaveDir, ...
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'SkipSaveFigures', options.skipSaveFigures);
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% Plot Peak Offset Angular Correlation
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Plotter.plotMeanWithSE(scan_parameter_values, compiled_results.custom_g_results.max_g2_all_per_scan_parameter_value, ...
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'Title', options.titleString, ...
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'XLabel', 'B (G)', ...
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'YLabel', '$\mathrm{max}[g^{(2)}_{[50,70]}(\delta\theta)]$', ...
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'FigNum', 3, ...
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'YLim', [0 1], ...
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'FontName', options.font, ...
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'SaveFileName', 'PeakOffsetAngularCorrelation.fig', ...
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'SaveDirectory', figSaveDir, ...
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'SkipSaveFigures', options.skipSaveFigures);
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%% ------------------ 2. g²(θ) across transition ------------------
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Plotter.plotG2MeanCurves(compiled_results.full_g2_results.g2_mean, ...
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compiled_results.full_g2_results.g2_error, ...
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compiled_results.full_g2_results.theta_values, ...
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scan_reference_values, ...
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options.scanParameterUnits, ...
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'Title', options.titleString, ...
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'XLabel', '$\delta\theta / \pi$', ...
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'YLabel', '$g^{(2)}(\delta\theta)$', ...
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'FigNum', 4, ...
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'FontName', options.font, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'G2ThetaAcrossTransition.fig', ...
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'SaveDirectory', figSaveDir, ...
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'Colormap', @Colormaps.coolwarm);
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%% ------------------ 3. Features of g²(θ) across transition ------------------
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g2_analysis_results = Analyzer.analyzeAutocorrelation(compiled_results.full_g2_results);
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Plotter.plotG2Curves(compiled_results.full_g2_results, ...
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'Title', options.titleString, ...
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'XLabel', '\delta\theta / \pi', ...
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'YLabel', 'g^{(2)}(\delta\theta)', ...
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'HighlightEvery', 10, ... % highlight every 10th repetition
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'FontName', options.font, ...
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'FigNum', 5, ...
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'TileTitlePrefix', '\alpha', ... % user-defined tile prefix
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'TileTitleSuffix', '^\circ', ... % user-defined suffix (e.g., Gauss symbol)...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'G2Curves.fig', ...
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'SaveDirectory', figSaveDir);
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Plotter.plotG2PDF(compiled_results.full_g2_results, pi/2, ...
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'Title', options.titleString, ...
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'XLabel', '\alpha (degrees)', ...
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'YLabel', 'g^{(2)}(\delta\theta)', ...
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'FontName', options.font, ...
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'FontSize', 16, ...
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'FigNum', 6, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'G2PDF_pi6.fig', ...
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'SaveDirectory', figSaveDir, ...
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'NumberOfBins', 20, ...
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'NormalizeHistogram', true, ...
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'DataRange', [0 1.0], ...
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'Colormap', @Colormaps.coolwarm, ...
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'ColorScale', 'log', ...
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'XLim', [min(scan_reference_values) max(scan_reference_values)]);
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Plotter.plotG2Features(g2_analysis_results, ...
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'Title', options.titleString, ...
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'XLabel', '\alpha (degrees)', ...
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'FontName', options.font, ...
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'FigNum', 7, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'G2Features.fig', ...
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'SaveDirectory', figSaveDir);
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Plotter.plotG2Cumulants(g2_analysis_results, ...
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'Title', options.titleString, ...
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'XLabel', '\alpha (degrees)', ...
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'FontName', options.font, ...
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'FigNum', 8, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'G2Cumulants.fig', ...
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'SaveDirectory', figSaveDir);
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%% ------------------ 4. PDF of max g² across transition ------------------
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Plotter.plotPDF(compiled_results.custom_g_results.max_g2_all_per_scan_parameter_value, ...
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scan_reference_values, ...
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'Title', options.titleString, ...
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'XLabel', 'B (G)', ...
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'YLabel', '$\mathrm{max}[g^{(2)}_{[50,70]}(\delta\theta)]$', ...
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'FigNum', 9, ...
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'FontName', options.font, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'PDF_MaxG2AcrossTransition.fig', ...
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'SaveDirectory', figSaveDir, ...
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'NumberOfBins', 20, ...
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'NormalizeHistogram', true, ...
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'DataRange', [0 1.5], ...
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'Colormap', @Colormaps.coolwarm, ...
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'XLim', [min(scan_reference_values) max(scan_reference_values)]);
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%% ------------------ 5. Cumulants across transition ------------------
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Plotter.plotCumulants(scan_reference_values, ...
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{compiled_results.custom_g_results.mean_max_g2, compiled_results.custom_g_results.var_max_g2, compiled_results.custom_g_results.skew_max_g2_angle, compiled_results.custom_g_results.fourth_order_cumulant_max_g2}, ...
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'Title', 'Cumulants of Peak Offset Angular Correlation', ...
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'XLabel', '\alpha (degrees)', ...
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'FigNum', 10, ...
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'FontName', options.font, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveFileName', 'CumulantOfPeakOffsetAngularCorrelation.fig', ...
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'SaveDirectory', figSaveDir);
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%% ------------------ 6. PCA ------------------
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Plotter.plotSinglePCAResults(compiled_results.pca_results, scan_parameter_values, scan_reference_values, ...
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'FigNumRange', [11,12,13,14,15,16], ...
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'XLabel', '\alpha (degrees)', ...
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'FontName', options.font, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveDirectory', figSaveDir);
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Plotter.plotMultiplePCAResults(compiled_results.pca_results, scan_parameter_values, scan_reference_values, ...
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'MaxPCToPlot', 2, ...
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'XLabel', '\alpha (degrees)', ...
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'FigNumRange', [17,18,19], ...
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'FontName', options.font, ...
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'SkipSaveFigures', options.skipSaveFigures, ...
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'SaveDirectory', figSaveDir);
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%{
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%% ------------------ 14. Average of Spectra Plots ------------------
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Plotter.plotAverageSpectra(scan_parameter_values, ...
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spectral_analysis_results, ...
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'ScanParameterName', scan_parameter, ...
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'FigNum', 20, ...
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'ColormapPS', Colormaps.coolwarm(), ...
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'Font', 'Bahnschrift', ...
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'SaveFileName', 'avgSpectra.fig', ...
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'SaveDirectory', figSaveDir, ...
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'SkipSaveFigures', options.skipSaveFigures);
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%} |