Road map to develop an artificial neural network to predict two-phase flow regime in inclined pipes

Modelling flow pattern transitions for steady upward gas‐liquid flow in vertical tubes

‪Yehuda Taitel, Dvora Barnea, A. E. Dukler · AIChE Journal · 1980 · 1.7K citations

Engineering, Physics, Computational Fluid Dynamics +14

A Study of Two-Phase Flow in Inclined Pipes

D.H. Beggs, James P. Brill · Journal of Petroleum Technology · 1973 · 1.4K citations

Engineering, Nuclear Engineering, Petroleum Engineering +17

A flow pattern map for gas—liquid flow in horizontal pipes

J.M. Mandhane, G.A. Gregory, Khalid Aziz · International Journal of Multiphase Flow · 1974 · 1.3K citations

Engineering, Civil Engineering, Flow Visualization +15

Progress in supervised neural networks

D. Hush, B.G. Horne · IEEE Signal Processing Magazine · 1993 · 1.3K citations

Computing, Computer Science, Artificial Intelligence +12

A unified model for predicting flow-pattern transitions for the whole range of pipe inclinations

Dvora Barnea · International Journal of Multiphase Flow · 1987 · 751 citations

Engineering, Civil Engineering, Fluid Dynamics +12