Efficiently optimizing high-dimensional synthesis parameters via Bayesian optimization (BO) is a challenge in recent materials exploration. This study introduces a sparse modeling-based BO method using the maximum partial dependence effect (MPDE).
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Masui et al. (2025) studied this question.
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