Progress over time
A chemistry language model helped choose conditions for a new reaction
Chemma combined reaction prediction with active learning to help chemists find a ligand and solvent in 15 laboratory runs, reaching 67% isolated yield. It is one reaction study with human oversight, not a general autonomous chemist.
Zhang and colleagues · Nature Machine Intelligence · July 1, 2025
Independent validation
1 of 1 results. End of results.