Domain Knowledge Injection in Bayesian Search for New Materials

Zikai Xie, Xenophon Evangelopoulos, Joseph Thacker +1

In this paper we propose DKIBO, a Bayesian optimization (BO) algorithm that accommodates domain knowledge to tune exploration in the search space. Bayesian optimization has recentl…