Bulletin of the American Physical Society
75th Annual Meeting of the Division of Fluid Dynamics
Sunday–Tuesday, November 20–22, 2022; Indiana Convention Center, Indianapolis, Indiana.
Session L37: Turbulence: Large Eddy Simulations and Direct Numerical Simulations
8:00 AM–9:57 AM,
Monday, November 21, 2022
Chair: Meng Wang, University of Notre Dame
Abstract: L37.00009 : Explainable transfer learning for data-driven closure modeling of Rayleigh-Benard turbulence across parameters*
9:44 AM–9:57 AM
Ashesh K Chattopadhyay
 Subel, Adam, Yifei Guan, Ashesh Chattopadhyay, and Pedram Hassanzadeh. "Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow." arXiv preprint arXiv:2206.03198 (2022).
*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.
Become an APS Member
The American Physical Society (APS) is a non-profit membership organization working to advance the knowledge of physics.
1 Physics Ellipse, College Park, MD 20740-3844
Editorial Office 1 Research Road, Ridge, NY 11961-2701 (631) 591-4000
Office of Public Affairs 529 14th St NW, Suite 1050, Washington, D.C. 20045-2001 (202) 662-8700