One of the ways to do this was to utilize parallel coordinates plots to simultaneously inspect all 5 dimensions at once. Visualizing the data using parallel coordinates allows us to to identify parameters that the particular cell is invariant to, thus essentially reducing a dimension.
Another way to do this was to make a 3D surface plot with shading and color that corresponds to specific parameter values, inspired by Hans Rosling’s Bubble Chart.
Most of the code for this project was written in MATLAB. I also utilized Xdat to generate parallel coordinates plots.