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20242026
most citedA graph neural network surrogate model for mesh-based crashworthiness prediction of vehicle panel components

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cs.CE2026

A finite-element-inspired bipartite graph learned simulator for manufacturability assessment in large-deformation sheet forming

Yingxue Zhao, Haoran Li, Haosu Zhou +2

Explicit dynamic finite element (FE) simulations are widely used for large-deformation analysis but remain expensive for design-space exploration. In explicit FE analysis, nodal ki…