Online learning to accelerate nonlinear PDE solvers: applied to multiphase porous media flow

Vinicius L S Silva, Pablo Salinas, Claire E Heaney +2

We propose a novel type of nonlinear solver acceleration for systems of nonlinear partial differential equations (PDEs) that is based on online/adaptive learning. It is applied in…