On the under-reaching phenomenon in message-passing neural PDE solvers: revisiting the CFL condition

Lucas Tesan, Mikel M. Iparraguirre, David Gonzalez +2

This paper proposes sharp lower bounds for the number of message passing iterations required in graph neural networks (GNNs) when solving partial differential equations (PDE). This…