Exploration of high-performance catalysts for energy storage and conversion through experimental and theoretical calculations, including electrochemical water splitting for hydrogen production, redox reactions, nitrogen fixation, and carbon dioxide reduction, Prediction of new materials, properties, and applications by combining first-principles calculations with machine learning techniques.