Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains

Qiaohao Liang, Aldair E. Gongora, Zekun Ren +12

In the field of machine learning (ML) for materials optimization, active learning algorithms, such as Bayesian Optimization (BO), have been leveraged for guiding autonomous and hig…