GCN-FFNN: A Two-Stream Deep Model for Learning Solution to Partial Differential Equations

Onur Bilgin, Thomas Vergutz, Siamak Mehrkanoon

This paper introduces a novel two-stream deep model based on graph convolutional network (GCN) architecture and feed-forward neural networks (FFNN) for learning the solution of non…