Several novel techniques are currently employed for nanobubble creation, each exhibiting distinct characteristics and suitability for specific applications. These range from ultrasonic systems, where acoustic cavitation promotes nanobubble formation, to gas diffusion processes involving porous membranes. Electrohydrodynamic methods, employing high-