most citedOptimal control of partial differential equations in PyTorch using automatic differentiation and neural network surrogates

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cs.LG2024

Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics

Robin Schmöcker, Alexander Henkes, Julian Roth +1

This works investigates the generalization capabilities of MeshGraphNets (MGN) [Pfaff et al. Learning Mesh-Based Simulation with Graph Networks. ICML 2021] to unseen geometries for…