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