Author

Philip H. S. Torr

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Preprint Jul 2026

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

SciReasoner is introduced, a multimodal scientific foundation model for native structural reasoning across proteins, small molecules and inorganic crystals that connects accurate prediction with interpretable scientific inference.

Chen Tang, Yizhou Wang, Jianyu Wu et al. · 1 citation

#artificial intelligence Preprint Apr 2026

AutoOR: Scalably Post-training LLMs to Autoformulate Operations Research Problems

This work presents AutoOR, a scalable synthetic data generation and reinforcement learning pipeline that trains LLMs to autoformulate optimization problems specified in natural language across linear, mixed-integer, and non-linear categories and introduces a curriculum RL strategy that bootstraps from limited initial t...

S. Motwani, Chuan Du, A. Petrov et al. · 2 citations