In the context of catalysis, a sample matrix refers to the environment or medium in which a catalytic reaction occurs. It includes all the components present in the reaction system apart from the catalyst and the reactants. The composition of the sample matrix can significantly influence the activity, selectivity, and stability of the catalyst.