46 citations · 51 across the 4 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
physics.flu-dyn2019★ 46 cited
An Iterative Machine-Learning Framework for RANS Turbulence Modeling
Weishuo Liu, Jian Fang, Stefano Rolfo +2
Machine-learning (ML) techniques provide a new and encouraging perspective for constructing turbulence models for Reynolds-averaged Navier--Stokes (RANS) simulations. In this study…
physics.flu-dyn2019★ 5 cited
Thermal transients in a U-Bend
Alex Skillen, Małgorzata J. Zimoń, Robert Sawko +3
We study numerically the propagation of a hot thermal transient through a U-bend via an ensemble of wall-resolved large eddy simulations. Conjugate heat transfer between fluid and…