Works (5)
Updated: July 5th, 2023 15:40
2020 journal article
Deep learning interfacial momentum closures in coarse-mesh CFD two-phase flow simulation using validation data
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 135.
author keywords: Machine learning; CFD; Two-phase flow; Interfacial forces; Coarse mesh
TL;DR:
FSM can substantially improve the prediction of the coarse-mesh CFD model, regardless of the choice of interfacial closures, and it provides scalability and consistency across discontinuous flow regimes, demonstrating that data-driven methods can aid the multiphase flow modeling by exploring the connections between local physical features and simulation errors.
(via Semantic Scholar)
open access via arxiv.org (repository)
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: February 15, 2021
2017 journal article
Effect of the wall presence on the bubble interfacial forces in a shear flow field
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 99, 73–85.
author keywords: Interfacial forces; Wall distance; Deformable bubble; Shear flow
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
2017 journal article
Evaluation of bubble-induced turbulence using direct numerical simulation
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 93, 92–107.
author keywords: DNS; Deformable bubble; Turbulent intensity; Homogeneous turbulent flow; Bubble-induced turbulence
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
2017 journal article
Interfacial force study on a single bubble in laminar and turbulent flows
NUCLEAR ENGINEERING AND DESIGN, 313, 345–360.
author keywords: Direct numerical simulation; Interface tracking method; Drag force; Lift force; Homogeneous turbulent flow; Shear turbulent flow; Bubble deformability
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
2015 article
ESTIMATION OF SHEAR-INDUCED LIFT FORCE IN LAMINAR AND TURBULENT FLOWS
Thomas, A. M., Fang, J., Feng, J., & Bolotnov, I. A. (2015, June). NUCLEAR TECHNOLOGY, Vol. 190, pp. 274–291.
author keywords: multiphase turbulence; direct numerical simulations; lift force
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
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