Quasi-optimal $hp$-finite element refinements towards singularities via deep neural network prediction

Tomasz Sluzalec, Rafal Grzeszczuk, Sergio Rojas +2

We show how to construct the deep neural network (DNN) expert to predict quasi-optimal $hp$-refinements for a given computational problem. The main idea is to train the DNN expert…