SCOT columns operate on the principle of adsorption and desorption. As the mixture passes through the column, different compounds interact with the coated surface to varying degrees. This differential interaction causes the compounds to separate based on their affinities for the support material. The presence of a catalyst on the support can further influence the separation by promoting specific chemical reactions.