ROS are often generated in catalytic reactions involving transition metals, photocatalysis, and electrocatalysis. For example, in Fenton reactions, iron catalysts react with hydrogen peroxide to produce hydroxyl radicals. In photocatalytic systems, light energy excites the catalyst, leading to electron-hole pairs that react with oxygen to form ROS.