Element learning: a systematic approach of accelerating finite element-type methods via machine learning, with applications to radiative transfer

Shukai Du, Samuel N. Stechmann

In this paper, we propose a systematic approach for accelerating finite element-type methods by machine learning for the numerical solution of partial differential equations (PDEs)…