“…Two-phase bubble flow, characterized by the dispersion of a gaseous phase in the form of discrete bubbles within a continuous liquid phase, is a fundamental phenomenon that finds extensive application in various industrial processes. This flow pattern, with gas bubbles typically smaller than the characteristic dimensions of the conduit, is commonly encountered in diverse industrial sectors, including steam generators [1], bubble columns [2], and piping systems [3].…”