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Published in 2019 at "Journal of Hydrodynamics"
DOI: 10.1007/s42241-019-0093-2
Abstract: We present a machine learning based method for RANS modeling in the rotating frame of reference (RFR). The extended intrinsic mean spin tensor (EIMST) is adopted in a novel expansion of the evolution algorithm, named…
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Keywords:
evolution algorithm;
spin tensor;
extended intrinsic;
rotating channel ... See more keywords
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1
Published in 2021 at "Modern Physics Letters B"
DOI: 10.1142/s0217984921501931
Abstract: A new type of nonlinear sub-grid scale (SGS) model is adopted based on the helicity analysis and is verified by predicting the internal flow in a rotating channel. A stress term that contains helicity constraint…
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Keywords:
rotating channel;
channel flow;
near wall;
model ... See more keywords