Bayesian Optimization in Chemical Compound Sub-Spaces using Low-Dimensional Molecular Descriptors

Yun-Wen Mao, Roman V. Krems

Efficient optimization of molecules with targeted properties remains a significant challenge due to the vast size and discrete nature of chemical compound space. Conventional machi…