Turbulence in two-phase flows drives many important natural and engineering processes, from geophysical to nuclear power generation. Strong interphase coupling between the carrier fluid disperse phase precludes use of classical turbulence models developed for single-phase flows. In recent years, there has been an explosion machine learning techniques closure modeling, though rely on augmenting ...