Axial flow in catalytic reactors is often modeled using computational fluid dynamics (CFD) and reaction engineering principles. These models consider factors such as fluid velocity, pressure, temperature, and concentration profiles along the reactor length. Mathematical models like the plug flow reactor (PFR) model are commonly used to simulate axial flow, assuming no radial variation in the flow properties.