Flow distributors work by creating multiple flow paths that spread out the incoming fluid evenly. By controlling the velocity and direction of the flow, they ensure that the fluid is uniformly distributed across the catalyst bed. This can be achieved through various mechanisms such as creating pressure drops, using baffles, or employing structured packing materials.