Physics consistent machine learning framework for inverse modeling with applications to ICF capsule implosions

Daniel A. Serino, Evan Bell, Marc Klasky +4

In high energy density physics (HEDP) and inertial confinement fusion (ICF), predictive modeling is complicated by uncertainty in parameters that characterize various aspects of th…