Fluid behavior can manifest in vastly contrasting regimes, most notably as either layered or chaotic flow. Laminar flow, often observed in gentle moving fluids or those flowing through narrow passages, is characterized by smooth, parallel layers; particles move along defined paths with minimal mixing. Conversely, turbulent flow arises from increase