Multilayer Perceptron-based Surrogate Models for Finite Element Analysis

Lawson Oliveira Lima, Julien Rosenberger, Esteban Antier +1

Many Partial Differential Equations (PDEs) do not have analytical solution, and can only be solved by numerical methods. In this context, Physics-Informed Neural Networks (PINN) ha…