SEP 10, 2026 · PREPRINT
Dynamic language model representations for multi-objective reaction optimisation
arXiv
Early-stage proof-of-concept demonstrating a novel machine learning approach for reaction optimisation with proof-of-principle results, but limited to two prospective applications without peer review or independent replication.
Reported
Palladium-catalysed cyanation iso…94%
Asymmetric hydrogenation isolated…84%
Asymmetric hydrogenation enantiom…99.6%