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BAT2 min read

BAT-NO: A Boundary-Condition-Aware Transformer Neural Operator for Crashworthiness Prediction of Vehicle Components

High-fidelity finite-element simulations provide accurate crashworthiness predictions, but their cost limits iterative design exploration. Deep learning surrogates can reduce this cost, but many component-level models are developed under a single prescribed boundary condition, limiting…

By Haoran Li, Yingxue Zhao, Haosu Zhou, Mustapha Ziane, Pierre Culiere, Tobias Pfaff, Nan LiarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 6, 2026.

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