Network diagrams in the context of catalysis are graphical representations that illustrate the interconnections and pathways between various chemical species and reactions in a catalytic system. These diagrams help in visualizing complex reaction mechanisms, identifying key intermediates, and understanding how different components interact within a catalytic cycle.