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A multifidelity deep operator network approach to closure for multiscale systems

  • Published:2023-09 Issue: Volume:414 Page:116161
  • ISSN:0045-7825
  • Container-title:Computer Methods in Applied Mechanics and Engineering
  • language:en
  • Short-container-title:Computer Methods in Applied Mechanics and Engineering

Author:

Ahmed Shady E.ORCID,Stinis Panos

Funder

Advanced Scientific Computing Research

Biological and Environmental Research

U.S. Department of Energy

Pacific Northwest National Laboratory

Battelle

Publisher

Elsevier BV

Subject

Computer Science Applications,General Physics and Astronomy,Mechanical Engineering,Mechanics of Materials,Computational Mechanics

Reference66 articles.

1. Turbulence, Coherent Structures, Dynamical Systems and Symmetry;Holmes,2012

2. Reduced-Order Modelling for Flow Control, Vol. 528;Noack,2011

3. Intermodal energy transfers in a proper orthogonal decomposition–Galerkin representation of a turbulent separated flow;Couplet;J. Fluid Mech.,2003

4. Stable Galerkin reduced order models for linearized compressible flow;Barone;J. Comput. Phys.,2009

5. Spatio-temporal symmetries and bifurcations via bi-orthogonal decompositions;Aubry;J. Nonlinear Sci.,1992

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