Designing experiments is crucial for hypothesis validation. This involves selecting appropriate reaction conditions, catalysts, and analytical techniques. Control experiments are essential to isolate the effect of the variable under investigation. For instance, if hypothesizing that a catalyst works via a specific intermediate, experiments should be designed to detect and quantify this intermediate.