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meshgraphnets
Here are 3 public repositories matching this topic...
A python tool to convert the meshgraphnet .tfrecord datasets to vtu trajectories
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Updated
Aug 14, 2025 - Python
Graph neural network surrogates for crash simulation: autoregressive deformation prediction with MeshGraphNets and MGN-T, from raw FE data to evaluation, in a lean PyTorch framework. Evaluated on deforming_plate and a bumper beam crash.
deep-learning cae structural-mechanics finite-element-method graph-neural-networks gnn scientific-machine-learning surrogate-model crash-simulation learned-simulation meshgraphnet meshgraphnets physics-ml crashworthiness mgn-t
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Updated
Nov 12, 2026 - Python
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