The aim here is understanding the mechanisms of photocatalytic processes of interest with the aim to improve existing materials by bandgap engineering, doping, and band leveling, plus investigating the potential energy surface in the ground and excited states. Simulations based on non-adiabatic molecular dynamics are employed to estimate the lifetimes of the photogenerated charge carriers, a key to increase the quantum yield.