Discriminative versus Generative Approaches to Simulation-based Inference

Benjamin Sluijter, Sascha Diefenbacher, Wahid Bhimji +1

Most of the fundamental, emergent, and phenomenological parameters of particle and nuclear physics are determined through parametric template fits. Simulations are used to populate…