Homec4science
Diffusion GYACOMO (OBSOLETE: LATEST VERSION ON gitlab.epfl.ch) (divided_output) Browse

gyacomo/matlab/fig_post_processing.m
8031ad20e0b7divided_output

Last Change
Raw File

fig_post_processing.m
View Options

%% Load figure
figpath = 'C:\Users\antoi\Desktop\gamma_eta_05_nu_1e-01_trunc';
fig = openfig(figpath);
%% Load data
axObjs = fig.Children;
dataObjs = findobj(fig,'-property','YData');
Nlines = numel(dataObjs);
%% Post processing
sigma = zeros(Nlines,1);
mu = sigma;
tmin = 350;
for i = 1:Nlines
x = dataObjs(i).XData;
[~, itmin] = min(abs(tmin-x));
y = dataObjs(i).YData;
sigma(i) = std(y(itmin:end));
mu(i) = mean(y(itmin:end));
end
mu = flip(mu')
sigma = flip(sigma')
%% Plot mean with error bar
if 0
%% Handwritten results for nu = 1.0, 150x75, L=100, DGGK
Results_150x75.Gamma = [0.3794 0.3194 0.3226, 0.0098 0.0221 0.0321 0.0400 0.2897 0.2886 0.2569 0.0104 0.0086 0.0276 0.0320 0.1375 0.1633 0.0848];
Results_150x75.error = [0.1909 0.1207 0.1336, 0.0028 0.0038 0.0058 0.0086 0.0832 0.0624 0.0557 0.0021 0.0023 0.0068 0.0088 0.0821 0.0278 0.0083];
Results_150x75.P = [2, 4, 6, 2, 4, 6 8 2, 4, 6 2, 4, 6 8 2, 4, 10];
Results_150x75.J = [1, 2, 3 1 2 3 4 1, 2, 3 1, 2, 3 4 1, 2 5];
Results_150x75.etaB = [0.49, 0.49 0.49 0.59 0.59 0.59 0.59 0.50, 0.50 0.50 0.60, 0.60 0.60 0.60 0.51 0.51 0.51];
Results_150x75.nu = [1.0, 1.0 1.0 1.0 1.0 1.0 1.0 0.5, 0.5 0.5 0.5, 0.5 0.5 0.5 0.1 0.1 0.1];
Results_150x75.mrkx = [ '*', '*', '*', '*', '*', '*', '*', 'o', 'o', 'o', 'o', 'o', 'o', 'o' 's' 's' 's'];
Results_150x75.iclr = [ 1, 2, 3, 1 2 3 4 1, 2, 3 1, 2, 3 4 1 2 5];
% Ricci_Rogers.Gamma = [2 1e-1];
% Ricci_Rogers.etaB = [0.5 1.0];
Ricci_Rogers.Gamma = [10 1e-2];
Ricci_Rogers.etaB = [0.5 1.25];
if 1
% Fig 3 of Ricci Rogers 2006
SCALING = 2*sqrt(2);
fig = figure;
semilogy(Ricci_Rogers.etaB,Ricci_Rogers.Gamma,'--','color',[0,0,0]+0.6);
hold on;
plot(10,10,'color',line_colors(1,:)); plot(10,10,'color',line_colors(2,:));
plot(10,10,'color',line_colors(3,:)); plot(10,10,'color',line_colors(4,:));
plot(10,10,'color',line_colors(5,:));
plot(10,10,'*k','MarkerSize',10, 'LineWidth',1.0);
plot(10,10,'ok','MarkerSize',10, 'LineWidth',1.0);
plot(10,10,'sk','MarkerSize',10, 'LineWidth',1.0);
res = Results_150x75;
for i = 1:numel(res.Gamma)
errorbar(res.etaB(i),res.Gamma(i)*SCALING,res.error(i)*SCALING,...
res.mrkx(i),'DisplayName','256x128', 'color', line_colors(res.iclr(i),:),...
'MarkerSize',12, 'LineWidth',2.0);
hold on;
end
xlabel('$L_n/L_B$'); ylabel('$2\sqrt(2)\Gamma^\infty_{part}$')
end
grid on; title('$L=100$, $150\times75$, $\nu_{hyp}=0.1$');
xlim([0,1.75]); ylim([1e-6,100])
legend('Mix. Length, Ricci 2006','$P=2$, $J=1$','$P=4$, $J=2$','$P=6$, $J=3$','$P=8$, $J=4$','$P=10$, $J=5$',...
'$\nu_{DGGK}=1.0$', '$\nu_{DGGK}=0.5$','$\nu_{DGGK}=0.1$');
plot([0.3 0.3],[1e-6,1e2],'r')
plot([1.6 1.6],[1e-6,1e2],'r')
plot([0.5],[0.3965],'--','color',[0,0,0]+0.6)
end
c4science · Help