Simulation-Based Inference: The Intersection of Mechanistic Models and Inverse Problems Kyle Cranmer, PhDDirector of the UW-Madison Data Science InstituteProfessor, Department of PhysicsUniversity of Wisconsin–Madison Abstract:Simulators are the modern manifestation of scientific theories. They implement mechanistic models of the underlying natural phenomena of interest as well as models for the instruments used to observe those phenomena....