Categorizing models using Self-Organizing Maps: an application to modified gravity theories probed by cosmic shear

Agnès Ferté, Shoubaneh Hemmati, Daniel Masters +4

We propose to use Self-Organizing Maps (SOM) to map the impact of physical models onto observables. Using this approach, we are be able to determine how theories relate to each oth…