Van Hoc Le

Explainable machine learning and physics-constrained optimization of chalcogen catalysts for sustainable hydrogen production

An integrated machine learning and optimization framework, physics-constrained optimization (PCO) and trust-region Bayesian optimization (TRBO), for engineering of chalcogen-based electrocatalysts, offering a physically consistent, reliable, and scalable route for the discovery of new catalysts and sustainable hydrogen...