What do physics-informed DeepONets learn? Understanding and improving training for scientific computing applications

Emily Williams, Amanda Howard, Brek Meuris +1

Physics-informed deep operator networks (DeepONets) have emerged as a promising approach toward numerically approximating the solution of partial differential equations (PDEs). In…