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2508.00101
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Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method
31 July 2025
Alena Kopanicáková
Youngkyu Lee
George Karniadakis
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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
Youngkyu Lee
Shanqing Liu
Jérome Darbon
George Karniadakis
76
1
0
11 Nov 2025
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
M. Eshaghi
C. Anitescu
Navid Valizadeh
Yizheng Wang
X. Zhuang
Timon Rabczuk
AI4CE
210
1
0
04 Nov 2025
1
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