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2309.01020
Cited By
On the training and generalization of deep operator networks
2 September 2023
Sanghyun Lee
Yeonjong Shin
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Papers citing
"On the training and generalization of deep operator networks"
13 / 13 papers shown
Title
Crack Path Prediction with Operator Learning using Discrete Particle System data Generation
Elham Kiyani
Venkatesh Ananchaperumal
Ahmad Peyvan
Mahendaran Uchimali
Gang Li
George Karniadakis
AI4CE
16
0
0
15 May 2025
Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition
Wei Wang
Maryam Hakimzadeh
Haihui Ruan
Somdatta Goswami
AI4CE
99
1
0
15 Apr 2025
Leveraging Deep Operator Networks (DeepONet) for Acoustic Full Waveform Inversion (FWI)
Kamaljyoti Nath
Khemraj Shukla
Victor C. Tsai
Umair bin Waheed
Christian Huber
Omer Alpak
Chuen-Song Chen
Ligang Lu
Amik St-Cyr
55
0
0
14 Apr 2025
Physics-Informed Deep B-Spline Networks for Dynamical Systems
Zhuoyuan Wang
Raffaele Romagnoli
Jasmine Ratchford
Yorie Nakahira
PINN
AI4CE
87
0
0
21 Mar 2025
Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?
Tae-Geun Kim
Seong Chan Park
97
0
0
28 Oct 2024
DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators
Shao-Ting Chiu
Junyuan Hong
Ulisses Braga-Neto
BDL
71
1
0
11 Oct 2024
Neural Scaling Laws of Deep ReLU and Deep Operator Network: A Theoretical Study
Hao Liu
Zecheng Zhang
Wenjing Liao
Hayden Schaeffer
73
1
0
01 Oct 2024
Basis-to-Basis Operator Learning Using Function Encoders
Tyler Ingebrand
Adam J. Thorpe
Somdatta Goswami
Krishna Kumar
Ufuk Topcu
54
5
0
30 Sep 2024
Efficient Training of Deep Neural Operator Networks via Randomized Sampling
Sharmila Karumuri
Lori Graham-Brady
Somdatta Goswami
82
2
0
20 Sep 2024
Transformers as Neural Operators for Solutions of Differential Equations with Finite Regularity
Benjamin Shih
Ahmad Peyvan
Zhongqiang Zhang
George Karniadakis
AI4CE
94
12
0
29 May 2024
Ensemble and Mixture-of-Experts DeepONets For Operator Learning
Ramansh Sharma
Varun Shankar
127
0
0
20 May 2024
RiemannONets: Interpretable Neural Operators for Riemann Problems
Ahmad Peyvan
Vivek Oommen
Ameya Dilip Jagtap
George Karniadakis
AI4CE
100
26
0
16 Jan 2024
Rethinking materials simulations: Blending direct numerical simulations with neural operators
Vivek Oommen
K. Shukla
Saaketh Desai
Rémi Dingreville
George Karniadakis
AI4CE
93
22
0
08 Dec 2023
1