•Euler–Lagrange large eddy simulation predicts critical deposition velocity accurately.•Global statistics of engineering interest are extracted from simulations.•Dune formation in pipe flow is consistent with the experimental regime diagrams.•Propagation speed of the patterns is calculated based on their space–time evolution.•Predicted a thin transport layer in the case with lower superficial liquid velocity.
International Journal of Multiphase Flow – Elsevier
Published: Oct 1, 2015
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