StrataTrapper/src/plot_result.m at main · ImperialCollegeLondon/StrataTrapper · GitHub

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function fig = plot_result(strata_trapped, param_id, args)
arguments
    strata_trapped (1,1) struct
    param_id (1,1) uint8
    args.font_size = 14
    args.kr_scale = "log"
    args.parent = struct([]);
    args.visible char = 'on';
end

if isempty(args.parent)
    fig = figure('Visible',args.visible);
else
    fig = args.parent;
    clf(fig);
end

[t_all,t_kr,t_krw,t_krg,ax_pc,ax_krw_x,ax_krw_y,ax_krw_z,ax_krg_x,ax_krg_y,ax_krg_z] ...
    = nested_tiles(fig);

saturation = strata_trapped.saturation(param_id,:);

leverett_j = dequantize(strata_trapped.tables(param_id,1)).leverett_j;

[~, ax_pc] =  stat_plot(ax_pc,saturation,...
    @(sw)strata_trapped.params(param_id).cap_pressure.leverett_j.func(sw),...
    leverett_j,param_id,true);

title(ax_pc,'Leverett J-function');
ylabel(ax_pc,'[-]');
ax_pc.YScale='log';

curves_plot([ax_krw_x,ax_krw_y,ax_krw_z;ax_krg_x,ax_krg_y,ax_krg_z], saturation, ...
    strata_trapped.tables(param_id,:), strata_trapped.params(param_id), args.kr_scale);

xlabel(t_all,'Wetting phase saturation',FontSize=args.font_size);
title(t_kr,'Relative permeability',FontSize=args.font_size);
title(t_krw,'Water',FontSize=args.font_size);
title(t_krg,'Gas',FontSize=args.font_size);

subtitle(ax_krw_x,'x','Interpreter','latex');
subtitle(ax_krw_y,'y','Interpreter','latex');
subtitle(ax_krw_z,'z','Interpreter','latex');
subtitle(ax_krg_x,'x','Interpreter','latex');
subtitle(ax_krg_y,'y','Interpreter','latex');
subtitle(ax_krg_z,'z','Interpreter','latex');
end


function curves_plot(ax_kr, saturation, dequantized, params, scale)
arguments
    ax_kr
    saturation
    dequantized
    params
    scale = "log"
end

stat_plot(ax_kr(1,1),saturation,@(sw)params.krw.func(sw),dequantized(1).krw,[]);
ax_kr(1,1).YScale = scale;

stat_plot(ax_kr(2,1),saturation,@(sw) params.krg.func(1-sw),dequantized(1).krg,[]);
ax_kr(2,1).YScale = scale;

stat_plot(ax_kr(1,2),saturation,@(sw)params.krw.func(sw),dequantized(2).krw,[]);
ax_kr(1,2).YScale = scale;

stat_plot(ax_kr(2,2),saturation,@(sw) params.krg.func(1-sw),dequantized(2).krg,[]);
ax_kr(2,2).YScale = scale;

stat_plot(ax_kr(1,3),saturation,@(sw)params.krw.func(sw),dequantized(3).krw,[]);
ax_kr(1,3).YScale = scale;

stat_plot(ax_kr(2,3),saturation,@(sw) params.krg.func(1-sw),dequantized(3).krg,[]);
ax_kr(2,3).YScale = scale;
end


function [y_lim, ax] = stat_plot(ax, x_data, base_func, data, param_id, show_legend,color)
arguments
    ax
    x_data (1,:) double
    base_func
    data   (:,:) double
    param_id
    show_legend (1,1) logical = false
    color = 'blue'
end

parallelcoords(ax,data,'Quantile',0.01,'XData',x_data,'Color',color);

if ~isempty(base_func)
    hold(ax,'on');
    plot(ax,x_data,base_func(x_data),'-r');
    hold(ax,'off');
end

ylabel(ax,'');
xlabel(ax,'');
ax.XTickMode='auto';
ax.XTickLabelMode='auto';
ax.XLimitMethod="tickaligned";

ax.YLimitMethod="tight";

if show_legend
    legends = {'Median','Quantiles 0.01 and 0.99',''};
    if ~isempty(base_func)
        legends{end+1} = sprintf('Fine-scale curve (id: %u)',param_id);
    end

    legend(ax,legends,'Location','northoutside');
end

try
    [yu,yl,ym] = ax.Children(:).YData;
    ydata = [yu,yl,ym];
    y_lim = [min(ydata),max(ydata)];
catch
    y_lim = [nan,nan];
end
end

function [t_all,t_kr,t_krw,t_krg,ax_pc,ax_krw_x,ax_krw_y,ax_krw_z,ax_krg_x,ax_krg_y,ax_krg_z] ...
    = nested_tiles(fig)
params = {'TileSpacing','tight','Padding','tight'};
t_all = tiledlayout(fig,1,3,params{:});


t_pc = tiledlayout(t_all,1,1,params{:});
t_pc.Layout.Tile = 1;
ax_pc = nexttile(t_pc);

t_kr = tiledlayout(t_all,1,2,params{:});
t_kr.Layout.Tile = 2;
t_kr.Layout.TileSpan = [1,2];


t_krw = tiledlayout(t_kr,3,1,params{:});
t_krw.Layout.Tile = 1;

ax_krw_x = nexttile(t_krw,1);
ax_krw_y = nexttile(t_krw,2);
ax_krw_z = nexttile(t_krw,3);


t_krg = tiledlayout(t_kr,3,1,params{:});
t_krg.Layout.Tile = 2;

ax_krg_x = nexttile(t_krg,1);
ax_krg_y = nexttile(t_krg,2);
ax_krg_z = nexttile(t_krg,3);
end