Nano bubble creation is a crucial process in various applications, including water treatment and energy transfer. To realize optimal nano bubble performance, the nozzle design plays a critical role. A well-designed nozzle can enhance the production of stable and uniform nano bubbles, thereby increasing overall performance. Various variables, such