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gyacomo/matlab/plot/show_moments_spectrum.m
5e48668823b53D_parallel

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show_moments_spectrum.m
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function [ FIGURE ] = show_moments_spectrum( DATA, OPTIONS )
Pi = DATA.Pi;
Ji = DATA.Ji;
Nipj = sum(sum(sum(abs(DATA.Nipj),3),4),5);
Nipj = squeeze(Nipj);
Pe = DATA.Pe;
Je = DATA.Je;
Nepj = sum(sum(sum(abs(DATA.Nepj),3),4),5);
Nepj = squeeze(Nepj);
FIGURE.fig = figure; FIGURE.FIGNAME = ['mom_spectrum_',DATA.PARAMS];
set(gcf, 'Position', [100 50 1000 400])
if ~OPTIONS.ST
t0 = OPTIONS.TIME(1);
t1 = OPTIONS.TIME(end);
[~,it0] = min(abs(t0-DATA.Ts5D));
[~,it1] = min(abs(t1-DATA.Ts5D));
Nipj = mean(Nipj(:,:,it0:it1),3);
Nepj = mean(Nepj(:,:,it0:it1),3);
if numel(OPTIONS.TIME) == 1
TITLE=['$t=',num2str(OPTIONS.TIME),'$'];
else
TITLE=['$t\in[',num2str(t0),',',num2str(t1),']$'];
end
Nipj = squeeze(Nipj);
Nepj = squeeze(Nepj);
ymini = min(Nipj); ymaxi = max(Nipj);
ymine = min(Nepj); ymaxe = max(Nepj);
ymin = min([ymini ymine]);
ymax = max([ymaxi ymaxe]);
subplot(121)
if ~OPTIONS.P2J
for ij = 1:numel(Ji)
name = ['$j=',num2str(Ji(ij)),'$'];
semilogy(Pi,Nipj(:,ij),'o-','DisplayName',name); hold on;
end
xlabel('$p$');
else
for ij = 1:numel(Ji)
name = ['$j=',num2str(Ji(ij)),'$'];
semilogy(Pi+2*Ji(ij),Nipj(:,ij),'o-','DisplayName',name); hold on;
end
xlabel('$p+2j$')
end
ylabel(['$\sum_{kx,ky}|N_i^{pj}|$']);
legend('show');
title([TITLE,' He-La ion spectrum']);
subplot(122)
if ~OPTIONS.P2J
for ij = 1:numel(Je)
name = ['$j=',num2str(Je(ij)),'$'];
semilogy(Pe,Nepj(:,ij),'o-','DisplayName',name); hold on;
end
xlabel('p');
else
for ij = 1:numel(Je)
name = ['$j=',num2str(Je(ij)),'$'];
semilogy(Pe+2*Je(ij),Nepj(:,ij),'o-','DisplayName',name); hold on;
end
xlabel('$p+2j$')
end
ylabel(['$\sum_{kx,ky}|N_e^{pj}|$']);
legend('show');
title([TITLE,' He-La elec. spectrum']);
else
[JJ,PP] = meshgrid(Ji,Pi);
P2Ji = PP + 2*JJ;
% form an axis of velocity ordered moments
p2ji = unique(P2Ji);
% weights to average
weights = zeros(size(p2ji));
% space time of moments amplitude wrt to p+2j degree
Ni_ST = zeros(numel(p2ji),numel(DATA.Ts5D));
% fill the st diagramm by averaging every p+2j=n moments together
for ip = 1:numel(Pi)
for ij = 1:numel(Ji)
[~,ip2j] = min(abs(p2ji-(Pi(ip)+2*Ji(ij))));
Ni_ST(ip2j,:) = Ni_ST(ip2j,:) + transpose(squeeze(Nipj(ip,ij,:)));
weights(ip2j) = weights(ip2j) + 1;
end
end
% doing the average
for ip2j = 1:numel(p2ji)
Ni_ST(ip2j,:) = Ni_ST(ip2j,:)/weights(ip2j);
end
% same for electrons!!
[JJ,PP] = meshgrid(Je,Pe);
P2Je = PP + 2*JJ;
% form an axis of velocity ordered moments
p2je = unique(P2Je);
% weights to average
weights = zeros(size(p2je));
% space time of moments amplitude wrt to p+2j degree
Ne_ST = zeros(numel(p2je),numel(DATA.Ts5D));
% fill the st diagramm by averaging every p+2j=n moments together
for ip = 1:numel(Pe)
for ij = 1:numel(Je)
[~,ip2j] = min(abs(p2ji-(Pe(ip)+2*Je(ij))));
Ne_ST(ip2j,:) = Ne_ST(ip2j,:) + transpose(squeeze(Nepj(ip,ij,:)));
weights(ip2j) = weights(ip2j) + 1;
end
end
% doing the average
for ip2j = 1:numel(p2ji)
Ne_ST(ip2j,:) = Ne_ST(ip2j,:)/weights(ip2j);
end
% plots
% scaling
% plt = @(x,ip2j) x./max(max(x));
if OPTIONS.NORMALIZED
plt = @(x,ip2j) x(ip2j,:)./max(x(ip2j,:));
else
plt = @(x,ip2j) x;
end
subplot(2,1,1)
imagesc(DATA.Ts5D,p2ji,plt(Ni_ST,1:numel(p2ji)));
set(gca,'YDir','normal')
% pclr = pcolor(XX,YY,plt(Ni_ST));
% set(pclr, 'edgecolor','none'); hold on;
xlabel('$t$'); ylabel('$p+2j$')
title('$\langle\sum_k |N_i^{pj}|\rangle_{p+2j=const}$')
subplot(2,1,2)
imagesc(DATA.Ts5D,p2je,plt(Ne_ST,1:numel(p2ji)));
set(gca,'YDir','normal')
% pclr = pcolor(XX,YY,plt(Ne_ST));
% set(pclr, 'edgecolor','none'); hold on;
xlabel('$t$'); ylabel('$p+2j$')
title('$\langle\sum_k |N_e^{pj}|\rangle_{p+2j=const}$')
suptitle(DATA.param_title);
end
end
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