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Grad-Shafranov equilibria via data-free physics informed neural networks

Grad-Shafranov equilibria via data-free physics informed neural networks

22 November 2023
Byoungchan Jang
A. Kaptanoglu
Rahul Gaur
Shaw Pan
Matt Landreman
W. Dorland
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Papers citing "Grad-Shafranov equilibria via data-free physics informed neural networks"

2 / 2 papers shown
Title
Evaluation and Verification of Physics-Informed Neural Models of the Grad-Shafranov Equation
Evaluation and Verification of Physics-Informed Neural Models of the Grad-Shafranov Equation
Fauzan Nazranda Rizqan
Matthew Hole
Charles Gretton
63
0
0
29 Apr 2025
Deep neural operators can serve as accurate surrogates for shape
  optimization: A case study for airfoils
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils
K. Shukla
Vivek Oommen
Ahmad Peyvan
Michael Penwarden
L. Bravo
A. Ghoshal
Robert M. Kirby
George Karniadakis
49
20
0
02 Feb 2023
1