Optimizing accuracy and efficacy in data-driven materials discovery for the solar production of hydrogen

We develop and demonstrate a comprehensive data-driven screening protocol with co-validation between experiment and theory to maximize the success rate of materials discovery for photocatalytic hydrogen generation.