Physical AI exploration by a CAE engineer: MeshGraphNet, FNO, PyG experiments. Companion code for the "AI Demystification" series.
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Apr 6, 2026 - Python
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meshgraphnet
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CFD-trained MeshGraphNet engineering portfolio for offline 3D heat-sink temperature-field prediction.
vtk heat-transfer computational-fluid-dynamics thermal-analysis pytorch-geometric graph-neural-network surrogate-model pyvista meshgraphnet engineering-ai
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Jul 31, 2026
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