arXiv cs.AIPaper
Mechanistic Reaction Prediction via Discrete Flow Matching on Graph-Structured Electron Occupation
This is a genuinely novel formulation for reaction prediction, modeling electron occupation directly instead of heuristic bond edits, which matters for anyone doing computational chemistry or drug discovery pipelines. The interpretability angle, mechanistically plausible edit sequences without step annotations, is the practical hook if it holds up outside the paper's benchmarks. Niche but worth flagging to a chemistry ML team, not a general audience.