Advances in nanotechnology and computational chemistry are providing new ways to design and optimize catalysts. Nanocatalysts, for example, offer high surface area and unique properties that can enhance catalytic activity and selectivity. Computational tools enable the simulation and prediction of catalytic behavior, which can significantly speed up the development process.