Bulletin of the American Physical Society
74th Annual Meeting of the APS Division of Fluid Dynamics
Volume 66, Number 17
Sunday–Tuesday, November 21–23, 2021; Phoenix Convention Center, Phoenix, Arizona
Session H31: Nonlinear Dynamics: Model Reduction & Turbulence III
8:00 AM–10:10 AM,
Monday, November 22, 2021
Room: North 232 ABC
Chair: Scott Dawson, Illinois Institute of Technology
Abstract: H31.00009 : Objective discovery of fluid dynamical regimes with unsupervised machine learning*
9:44 AM–9:57 AM
Presenter:
Bryan Kaiser
(Los Alamos National Laboratory)
Authors:
Bryan Kaiser
(Los Alamos National Laboratory)
Juan A Saenz
(Los Alamos National Laboratory)
Maike Sonnewald
(Princeton University, NOAA/OAR Geophysical Fluid Dynamics Laboratory, & the University of Washington)
Daniel Livescu
(Los Alamos Natl Lab)
*This work was performed under the auspices of DOE. Financial support comes partly from Los Alamos National Laboratory (LANL), Laboratory Directed Research and Development (LDRD) project "Machine Learning for Turbulence," 20180059DR.
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