| Casting Solidification GNN | |
| Copyright 2026 Eugen Miknevic | |
| This product includes software and trained model weights developed by | |
| Eugen Miknevic, released under the Apache License, Version 2.0. | |
| The graph network follows the encode-process-decode design of MeshGraphNets | |
| (Pfaff et al., "Learning Mesh-Based Simulation with Graph Networks", ICLR 2021). | |
| Reference solidification fields were generated with FEniCSx (dolfinx). | |