Adaptive Multilevel Neural Networks for Parametric PDEs with Error Estimation

Janina E. Schütte, Martin Eigel

To solve high-dimensional parameter-dependent partial differential equations (pPDEs), a neural network architecture is presented. It is constructed to map parameters of the model d…