Bayesian optimization of single-atom alloys and other bimetallics: efficient screening for alkane transformations, CO₂ reduction, and hydrogen evolution

We leveraged Bayesian optimization (BO) to search for potential high-performing catalysts. Our BO workflow can be initialized with as few as 2 to 8 data points, and often identifies the optimal single-atom alloy surface in just a few iterations.