Bayesian optimization (BO) is an indispensable tool to optimize objective functions that either do not have known functional forms or are expensive to evaluate. Currently, optimal experimental design ...

Recent advances in materials informatics exploiting machine-learning techniques, such as Bayesian optimization (BO) and artificial neural networks, offer an opportunity to accelerate materials ...