Active Learning Enables Generation of Molecules that Advance the Known Pareto Front

Evan R. Antoniuk, Peggy Li, Nathan Keilbart +3

Although generative models hold promise for discovering molecules with optimized desired properties, they often fail to suggest synthesizable molecules that improve upon the proper…