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Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method

Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method

31 July 2025
Alena Kopanicáková
Youngkyu Lee
George Karniadakis
ArXiv (abs)PDFHTML

Papers citing "Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method"

3 / 3 papers shown
A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers
A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers
Youngkyu Lee
Shanqing Liu
Jérome Darbon
George Karniadakis
76
1
0
11 Nov 2025
Neural-Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning
Neural-Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning
Kianoosh Taghikhani
Yusuke Yamazaki
Jerry Paul Varghese
Markus Apel
Reza Najian Asl
Shahed Rezaei
AI4CE
229
3
0
10 Nov 2025
NOWS: Neural Operator Warm Starts for Accelerating Iterative Solvers
NOWS: Neural Operator Warm Starts for Accelerating Iterative Solvers
M. Eshaghi
C. Anitescu
Navid Valizadeh
Yizheng Wang
X. Zhuang
Timon Rabczuk
AI4CE
210
1
0
04 Nov 2025
1
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