We discuss recent applications of first principles electronic structure calculations and molecular dynamics simulations to understand materials properties and reaction mechanisms in TiO₂-based photocalysis. We focus on the structure of the TiO₂-water interface, the behavior of photoexcited electrons at this interface, and the formation and structure of so-called black TiO₂, a promising functional material capable to absorb the whole spectrum of visible light.