Published 2025
| Version v1
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Graph Neural Networks for Effective Prediction of Mechanical Response in Composite Structures with Models using Unstructured Meshes
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Description
Graph Neural Networks with hybrid local-global attention mechanisms achieve 200× speedup over FEA for composite structure strain prediction with high accuracy using unstructured meshes.
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ICCM24_Final_Paper_018.pdf
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