Flow direction is a crucial aspect of fluid dynamics, determining the path that a fluid mass will take under the influence of various forces such as gravity and pressure gradients. Accurately understanding and modeling flow direction aids in the prediction and management of water resources, transportation of pollutants, and design of hydraulic structures.