Author

Hao-Su Zhou

2 papers indexed here

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#machine learning Preprint May 2026

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

CAtt-BiGNN, a cross-attention-based bipartite graph neural network for coupled nodal-elemental learning, encodes FE-guided state organisation and information flow without imposing equilibrium or constitutive constraints is proposed.

Ying Zhao, Hao-Ran Li, Hao-Su Zhou et al. · 0 citations

#artificial intelligence May 2026

DCFold: Efficient Protein Structure Generation with Single Forward Pass

The Dual Consistency training framework, which incorporates a novel Temporal Geodesic Matching (TGM) scheduler, enables DCFold to achieve a 15x acceleration in inference while maintaining predictive fidelity.

Zhe Zhang, Yuanning Feng, Yuxuan Song et al. · arXiv.org · 3 citations