Nanobubbles exhibit a fascinating realm of scientific exploration with remarkable implications for diverse applications. These microscopic air entities encapsulated within liquid matrices exhibit exceptional characteristics that facilitate novel functionalities. The exceptional nature of nanobubbles stems from their persistence and engagement with