Nonlinear Dynamics: Model Reduction & Turbulence III
ORAL · H31 · ID: 22881
Presentations
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On the role of nonlinear correlations in reduced-order modeling
ORAL
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Publication: J. L. Callaham, S. L. Brunton, and J.-Ch. Loiseau. On the role of nonlinear correlations in reduced-order modeling (2021). https://arxiv.org/abs/2106.02409
Presenters
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Jared Callaham
- University of Washington
Authors
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Jared Callaham
- University of Washington
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Steven L Brunton
- University of Washington
- University of Washington, Seattle
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Jean-Christophe Loiseau
- Arts et Metiers Institute of Technology, HESAM Universite
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Galerkin Reduced Order Models for Compressible Flows with Differentiable Programming
ORAL
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Presenters
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SURYAPRATIM CHAKRABARTI
- Ohio State University
Authors
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SURYAPRATIM CHAKRABARTI
- Ohio State University
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Arvind T Mohan
- Los Alamos National Laboratory
- Computational Physics and Methods Group, Los Alamos National Laboratory
- Los Alamos National Laboratory, Los Alamos, NM, USA
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Daniel Livescu
- Los Alamos Natl Lab
- Los Alamos National Laboratory
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Datta V Gaitonde
- Ohio State Univ - Columbus
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RONS: Reduced-order nonlinear solutions for PDEs with conserved quantities
ORAL
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Publication: Anderson, W., & Farazmand, M. (2021). Evolution of nonlinear reduced-order solutions for PDEs with conserved quantities. In review. arXiv preprint arXiv:2104.13515.
Presenters
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Mohammad M Farazmand
- North Carolina State University
Authors
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Mohammad M Farazmand
- North Carolina State University
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William Anderson
- North Carolina State University
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A new algorithm for computing global resolvent modes in a CPU and memory efficient manner
ORAL
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Publication: Farghadan, A., Towne, A., Martini, E., & Cavalieri, A. V. G. (2021). "A randomized time-domain algorithm for efficiently computing resolvent modes", AIAA Aviation 2021 Forum.
Presenters
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Ali Farghadan
- University of Michigan
Authors
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Ali Farghadan
- University of Michigan
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Eduardo Martini
- Institut Pprime CNRS, Université de Poitiers ENSMA
- Université de Poitiers
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André Cavalieri
- Divisão de Engenharia Aeronáutica, Instituto Tecnológico de Aeronáutica
- Instituto Tecnológico de Aeronáutica
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Aaron S Towne
- University of Michigan
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Parametrized reduced-order modeling of nonlinear separated flows
ORAL
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Presenters
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Urban Fasel
- University of Washington
Authors
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Urban Fasel
- University of Washington
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Scott T Dawson
- Illinois Institute of Technology
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Steven L Brunton
- University of Washington
- University of Washington, Seattle
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Hankel singular vectors are space-time POD modes
ORAL
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Presenters
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Peter K Frame
- University of Michigan
Authors
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Peter K Frame
- University of Michigan
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Aaron S Towne
- University of Michigan
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Phase sensitivity analysis of post-stall airfoil wakes.
ORAL
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Presenters
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Vedasri Godavarthi
- University of California, Los Angeles
Authors
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Vedasri Godavarthi
- University of California, Los Angeles
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Yoji Kawamura
- Center for Mathematical Science and Advanced Technology, Japan Agency for Marine-Earth Science and Technology.
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Kunihiko Taira
- University of California, Los Angeles
- UCLA
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Charts and atlases for nonlinear data-driven dynamics on a manifold
ORAL
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Presenters
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Michael D Graham
- University of Wisconsin - Madison
Authors
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Michael D Graham
- University of Wisconsin - Madison
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Daniel Floryan
- University of Wisconsin - Madison
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Objective discovery of fluid dynamical regimes with unsupervised machine learning
ORAL
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Publication: "Objective discovery of dominant dynamical processes with machine learning" is currently under review by Nature (https://www.researchsquare.com/article/rs-745356/v1) and a draft is available on arxiv (https://arxiv.org/abs/2106.12963)
Presenters
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Bryan Kaiser
- Los Alamos National Laboratory
Authors
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Bryan Kaiser
- Los Alamos National Laboratory
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Juan A Saenz
- Los Alamos National Laboratory
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Maike Sonnewald
- Princeton University, NOAA/OAR Geophysical Fluid Dynamics Laboratory, & the University of Washington
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Daniel Livescu
- Los Alamos Natl Lab
- Los Alamos National Laboratory
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Optimal bounds in Taylor--Couette flow
ORAL
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Presenters
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Anuj Kumar
- University of California, Santa Cruz
Authors
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Anuj Kumar
- University of California, Santa Cruz
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