Authors

Mustapha Ziane

Publications 1

Preprint Open access

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

Haoran Li, Yingxue Zhao, Haosu Zhou et al. · 2026

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 generalisation to boundary variat …

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