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