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[mcxlab] add demo script comparing conv vs direct area src
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%========================================================================== | ||
% Comparing directly simulated widefield sources vs aperature-convolved | ||
% pencil beam solutions | ||
% | ||
% Author: Qianqian Fang <q.fang at neu.edu> | ||
%========================================================================== | ||
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%% first, simulate a pencil beam solution | ||
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% only clear cfg to avoid accidentally clearing other useful data | ||
clear cfg cfg2 | ||
cfg.nphoton=1e8; | ||
cfg.vol=uint8(ones(60,60,60)); | ||
cfg.srcpos=[29.5 29.5 1]; | ||
cfg.srcdir=[0 0 1]; | ||
cfg.prop=[0 0 1 1;0.005 1 0 1.37]; | ||
cfg.tstart=0; | ||
cfg.tend=5e-9; | ||
cfg.tstep=cfg.tend; | ||
%cfg.gpuid=1; | ||
%cfg.autopilot=1; | ||
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flux=mcxlab(cfg); | ||
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%% next, perform a 2D convolution with a 3x7 kernel in the x/y plane | ||
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src=ones(3,7); | ||
fluxconv=zeros(size(flux.data)); | ||
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for i=1:size(flux.data,3) | ||
fluxconv(:,:,i)=conv2(flux.data(:,:,i), src, 'same'); | ||
end | ||
% normalize the convolved solution using total area | ||
fluxconv = fluxconv ./ sum(src(:)); | ||
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%% then directly simulate such an area source using `planar` source type | ||
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cfg2=cfg; | ||
cfg2.srctype='planar'; | ||
cfg2.srcpos=[28, 26, 0]; % notice this is shifted by half grid in x/y to align the two | ||
cfg2.srcparam1=[3,0,0,0]; | ||
cfg2.srcparam2=[0,7,0,0]; | ||
fluxplanar=mcxlab(cfg2); | ||
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% %% additionally, we can simulate a pencilarray source | ||
% | ||
% cfg3=cfg2; | ||
% cfg3.srctype='pencilarray'; | ||
% cfg3.srcparam1(4)=3; | ||
% cfg3.srcparam2(4)=7; | ||
% fluxpencilarray=mcxlab(cfg3); | ||
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%% comparing the two solutions | ||
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contournum=30; | ||
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figure; | ||
subplot(131); | ||
contourf(log10(fluxplanar.data(:,:,5)), contournum) | ||
hold on; | ||
contour(log10(fluxconv(:,:,5)), contournum, 'r--'); | ||
% contour(log10(fluxpencilarray.data(:,:,5)), contournum, 'c--'); | ||
title('x-y plane (z=5)') | ||
axis equal | ||
legend({'planar source', 'convolved pencil beam'}); | ||
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subplot(132) | ||
contourf(log10(squeeze(fluxplanar.data(:,30,:))), contournum); | ||
hold on | ||
contour(log10(squeeze(fluxconv(:,30,:))), contournum, 'r--'); | ||
title('x-z plane (y=30)') | ||
axis equal | ||
legend({'planar source', 'convolved pencil beam'}) | ||
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subplot(133) | ||
contourf(log10(squeeze(fluxplanar.data(30,:,:))), contournum); | ||
hold on | ||
contour(log10(squeeze(fluxconv(30,:,:))), contournum, 'r--'); | ||
title('y-z plane (x=30)') | ||
axis equal | ||
legend({'planar source', 'convolved pencil beam'}) |