Nanobubbles, intriguing formations with unique physicochemical attributes, have garnered significant focus in recent decades. These microscopic bubbles of gas contained within a solution exhibit exceptional stability and impact various phenomena in diverse domains. Generating and characterizing nanobubbles remains a challenging endeavor, requiring