... and mass transfer. The prediction of two-phase flow patterns through phenomenological models is widely used in both industry and academy. In contrast, as more experimental data become available for gas–liquid flow in pipes, the use of data-driven models to predict flow pattern transition, such as machine...

... 2000 pipe flow two-phase flow fluctuations Intermittent Flow Impedance Probe Slug Frequency Flow Pattern Transition Generally, the approach to predict the intermittent behavior of gas-liquid systems is to define a one-dimensional model based on the assumption that the flow can...