Data-free neural PDE solvers based on Graph Neural Networks and weak forms

Mikel M. Iparraguirre, Iciar Alfaro, David Gonzalez +1

We present a physics-informed, data-free neural solver for partial differential equations, built on a graph neural network architecture that utilises message passing. By relying on…