#
meshgraphnets
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A python tool to convert the meshgraphnet .tfrecord datasets to vtu trajectories
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Updated
Aug 14, 2025 - Python
Learned crash deformation prediction with graph neural networks: an independent, open-source PyTorch research workflow from FE simulation data to autoregressive rollout. MeshGraphNets and MeshGraphNet-Transformer (MGN-T), contact edges, fair architecture comparison. Validated on DeepMind's deforming_plate.
deep-learning pytorch fem cae structural-mechanics finite-element-method graph-neural-networks pytorch-geometric gnn scientific-machine-learning surrogate-model crash-simulation ai4science learned-simulation meshgraphnet meshgraphnets physics-ml crashworthiness mgn-t
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Updated
Oct 26, 2026 - Python
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