The production of hydrogen from sunlight and water has the potential to revolutionize the generation of electric power for transportation and residential applications. Hydrogen is a sustainable energy carrier whose catalytic reaction with oxygen generates electrical energy and heat without emitting carbon dioxide. The goal of this collaborative research is to develop a widely applicable computational protocol to accelerate the selection of photoactive materials that can efficiently split water.