Beschreibung
This talk will briefly cover the basics of SBI before delving into methods for validating a neural network and its performance demonstrated on neural posterior estimation for cosmological parameters based on analytical simulations of galaxy cluster catalogs. Finally the talk will explain how network performance for this use-case scales with the inferred parameters and number of training simulations provided.