Bulletin of the American Physical Society
APS March Meeting 2022
Volume 67, Number 3
Monday–Friday, March 14–18, 2022; Chicago
Session S49: Extreme-Scale Computational Science Discovery in Fluid Dynamics and Related Disciplines II
8:00 AM–11:00 AM,
Thursday, March 17, 2022
Room: McCormick Place W-471B
Sponsoring
Units:
DCOMP DFD
Chair: Daniel Livescu, LANL
Abstract: S49.00006 : Physics-informed Machine Learning for Reduced-order Modeling of Lagrangian Turbulence*
9:24 AM–9:36 AM
Presenter:
Yifeng Tian
(Los Alamos National Laboratory)
Authors:
Yifeng Tian
(Los Alamos National Laboratory)
Michael Woodward
(University of Arizona)
Mikhail Stepanov
(University of Arizona)
Chris Fryer
(Los Alamos Natl Lab)
Criston M Hyett
(University of Arizona)
Michael Chertkov
(University of Arizona)
Daniel Livescu
(Los Alamos Natl Lab)
*Financial support comes from Los Alamos National Laboratory (LANL), Laboratory Directed Research and Development (LDRD) project "Machine Learning for Turbulence," 20190059DR.
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