Nano bubble production is a essential process in various applications, including liquid treatment and energy transfer. To realize optimal nano bubble performance, the nozzle design plays a key role. A well-designed nozzle can improve the formation of stable and uniform nano bubbles, thereby boosting overall effectiveness. Various variables, such a