Siyuan Du

This paper evaluates current biomolecular structure prediction models using physics-based criteria, revealing widespread errors in capturing atomic interactions and conformational preferences.

Ensemble-function analyses provide a quantitative model for serine protease catalysis, reveal previously unknown conformational features that contribute to their catalysis, and identify a structural motif that underlie these features and has evolved in >100 different enzymes from 32 protein folds.