Fig. 10: Photocatalytic synthesis planning and experimental validation guided by the PhotoCat.

a Workflow of dry-lab (in silico) reaction planning using PhotoCat, integrating retrosynthesis, condition recommendation, and reaction prediction. b–e Four photocatalytic reactions proposed by PhotoCat and successfully validated through wet-lab experiments. f–i Mechanistic investigations supporting light-induced radical pathways.