SimSIMS: Simulation-based Supernova Ia Model Selection with thousands of latent variables

Konstantin Karchev, Roberto Trotta, Christoph Weniger

We present principled Bayesian model comparison through simulation-based neural classification applied to SN Ia analysis. We validate our approach on realistically simulated SN Ia…