Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models

Sheroze Sheriffdeen, Jean C. Ragusa, Jim E. Morel +2

Inverse problems are pervasive mathematical methods in inferring knowledge from observational and experimental data by leveraging simulations and models. Unlike direct inference me…