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Separable Operator Networks

Separable Operator Networks

15 July 2024
Xinling Yu
S. Hooten
Z. Liu
Yequan Zhao
M. Fiorentino
T. Van Vaerenbergh
Zheng-Wei Zhang
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Papers citing "Separable Operator Networks"

6 / 6 papers shown
Title
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for
  multiphase modeling of geological carbon sequestration
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration
Zhongyi Jiang
Min Zhu
Dongzhuo Li
Qiuzi Li
Yanhua O. Yuan
Lu Lu
AI4CE
43
49
0
08 Mar 2023
Towards Multi-spatiotemporal-scale Generalized PDE Modeling
Towards Multi-spatiotemporal-scale Generalized PDE Modeling
Jayesh K. Gupta
Johannes Brandstetter
AI4CE
53
117
0
30 Sep 2022
Fourier Neural Operator with Learned Deformations for PDEs on General
  Geometries
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
Zong-Yi Li
Daniel Zhengyu Huang
Burigede Liu
Anima Anandkumar
AI4CE
108
243
0
11 Jul 2022
Solving PDE-constrained Control Problems Using Operator Learning
Solving PDE-constrained Control Problems Using Operator Learning
Rakhoon Hwang
Jae Yong Lee
J. Shin
H. Hwang
AI4CE
107
43
0
09 Nov 2021
Improved architectures and training algorithms for deep operator
  networks
Improved architectures and training algorithms for deep operator networks
Sifan Wang
Hanwen Wang
P. Perdikaris
AI4CE
37
102
0
04 Oct 2021
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
203
2,254
0
18 Oct 2020
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