Active Learning for Discovering Complex Phase Diagrams with Gaussian Processes

Max Zhu, Jian Yao, Marcus Mynatt +5

We introduce a Bayesian active learning algorithm that efficiently elucidates phase diagrams. Using a novel acquisition function that assesses both the impact and likelihood of the…