To examine and compare the performances of Bayesian Optimization using the two ML models (denoted LVGP-BO and Lolo-BO for conciseness), we tested them on both synthetic mathematical functions and materials property optimization problems. Our comparative study is conducted using a modular BO framework (illustrated in Fig. 1; details of implementation […]