Online in situ prediction of 3-D flame evolution from its history 2-D projections via deep learning

DOI10.1017/jfm.2019.545zbMath1419.76354OpenAlexW2963408106MaRDI QIDQ5229798

Weiwei Cai, Hecong Liu, Jianqing Huang

Publication date: 19 August 2019

Published in: Journal of Fluid Mechanics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1017/jfm.2019.545

zbMATH Keywords

combustioncomputational methodsflames

Mathematics Subject Classification ID

Statistical turbulence modeling (76F55) Combustion (80A25) Reaction effects in flows (76V05)

Related Items (2)

Using machine learning to detect the turbulent region in flow past a circular cylinder ⋮ Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression

Cites Work

• Mechanism of flame evolution along a fine vortex
• Deep learning in fluid dynamics
• Turbulence Modeling in the Age of Data

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