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Nonlinear proper orthogonal decomposition for convection-dominated flows

Published:2021-12 Issue:12 Volume:33 Page:121702
ISSN:1070-6631
Container-title:Physics of Fluids
language:en
Short-container-title:Physics of Fluids

Author:

Ahmed Shady E.¹^ORCID,San Omer¹^ORCID,Rasheed Adil²³^ORCID,Iliescu Traian⁴^ORCID

Affiliation:

1. School of Mechanical and Aerospace Engineering, Oklahoma State University, Stillwater, Oklahoma 74078, USA

2. Department of Engineering Cybernetics, Norwegian University of Science and Technology, N-7465 Trondheim, Norway

3. Department of Mathematics and Cybernetics, SINTEF Digital, 7034 Trondheim, Norway

4. Department of Mathematics, Virginia Tech, Blacksburg, Virginia 24061, USA

Funder

U.S. Department of Energy

National Science Foundation

Publisher

AIP Publishing

Subject

Condensed Matter Physics,Fluid Flow and Transfer Processes,Mechanics of Materials,Computational Mechanics,Mechanical Engineering

Link

https://aip.scitation.org/doi/am-pdf/10.1063/5.0074310

Reference57 articles.

1. On closures for reduced order models—A spectrum of first-principle to machine-learned avenues

2. Decay of the Kolmogorov N-width for wave problems

3. Breaking the Kolmogorov Barrier in Model Reduction of Fluid Flows

4. Data-driven discovery of coordinates and governing equations

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