Bulletin of the American Physical Society
76th Annual Meeting of the Division of Fluid Dynamics
Sunday–Tuesday, November 19–21, 2023; Washington, DC
Session T28: Neural networks in surrogate modeling
4:25 PM–6:09 PM,
Monday, November 20, 2023
Room: 152A
Chair: Aakash Patil, Stanford University
Abstract: T28.00003 : Calibrating and optimizing operator terms via a neural Galerkin Projection on the Shallow Water Equations
4:51 PM–5:04 PM
Presenter:
Shane X Coffing
(Los Alamos National Laboratory)
Authors:
Shane X Coffing
(Los Alamos National Laboratory)
Darren Engwirda
(Los Alamos National Laboratory)
Rohit Kameshwara Sampath Sai K Vuppala
(Oklahoma State University-Stillwater)
Arvind T Mohan
(Los Alamos National Laboratory)
[1] Chakrabarti, Surya, et al. "Full trajectory optimizing operator inference for reduced-order modeling using differentiable programming." arXiv preprint arXiv:2301.10804 (2023).
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