Bulletin of the American Physical Society
76th Annual Meeting of the Division of Fluid Dynamics
Sunday–Tuesday, November 19–21, 2023; Washington, DC
Session J29: Low-Order Modeling and Machine Learning for Turbulence I
4:35 PM–6:32 PM,
Sunday, November 19, 2023
Room: 152B
Chair: Yifei Guan, Rice University
Abstract: J29.00006 : Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges*
5:40 PM–5:53 PM
Presenter:
Karan Jakhar
(Rice University)
Authors:
Karan Jakhar
(Rice University)
Yifei Guan
(Rice University)
Rambod Mojgani
(Rice University)
Ashesh K Chattopadhyay
(University of California, Santa Cruz)
Pedram Hassanzadeh
(Rice University)
Laura Zanna
(Courant Institute of Mathematical Sciences)
*This work was supported by an award from the ONR Young Investigator Program (N00014-20-1-2722), a grant from the NSF CSSI program (OAC-2005123), and by the generosity of Eric and Wendy Schmidt by recommendation of the Schmidt Futures program. Computational resources were provided by NSF XSEDE (allocation ATM170020) and NCAR's CISL (allocations URIC0004 and URIC0009).
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