Fluid movement can manifest in vastly different regimes, most notably as either layered or chaotic flow. Laminar flow, often seen in slow moving fluids or those circulating through narrow passages, is characterized by smooth, parallel layers; particles advance along defined paths with minimal blending. Conversely, turbulent flow arises from greater