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2403.12553
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Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
19 March 2024
Md Ashiqur Rahman
Robert Joseph George
Mogab Elleithy
Daniel Leibovici
Zong-Yi Li
Boris Bonev
Colin White
Julius Berner
Raymond A. Yeh
Jean Kossaifi
Kamyar Azizzadenesheli
A. Anandkumar
AI4CE
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Papers citing
"Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs"
15 / 15 papers shown
Title
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Ruben Ohana
Michael McCabe
Lucas Meyer
Rudy Morel
Fruzsina J. Agocs
...
François Rozet
Liam Parker
M. Cranmer
S. Ho
Shirley Ho
PINN
AI4CE
128
14
1
30 Nov 2024
Zero-shot forecasting of chaotic systems
Yuanzhao Zhang
William Gilpin
AI4TS
175
7
0
24 Sep 2024
Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs
Hrishikesh Viswanath
Yue Chang
Julius Berner
Julius Berner
Peter Yichen Chen
Aniket Bera
AI4CE
112
2
0
04 Jul 2024
PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
M. Takamoto
T. Praditia
Raphael Leiteritz
Dan MacKinlay
Francesco Alesiani
Dirk Pflüger
Mathias Niepert
AI4CE
56
225
0
13 Oct 2022
PaLM: Scaling Language Modeling with Pathways
Aakanksha Chowdhery
Sharan Narang
Jacob Devlin
Maarten Bosma
Gaurav Mishra
...
Kathy Meier-Hellstern
Douglas Eck
J. Dean
Slav Petrov
Noah Fiedel
PILM
LRM
422
6,202
0
05 Apr 2022
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
427
7,705
0
11 Nov 2021
Neural Operator: Learning Maps Between Function Spaces
Nikola B. Kovachki
Zong-Yi Li
Burigede Liu
Kamyar Azizzadenesheli
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
99
446
0
19 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
611
6,029
0
29 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
B. Guo
ViT
409
21,347
0
25 Mar 2021
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
464
2,384
0
18 Oct 2020
Neural Operator: Graph Kernel Network for Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
165
727
0
07 Mar 2020
Group Normalization
Yuxin Wu
Kaiming He
200
3,644
0
22 Mar 2018
Interaction Networks for Learning about Objects, Relations and Physics
Peter W. Battaglia
Razvan Pascanu
Matthew Lai
Danilo Jimenez Rezende
Koray Kavukcuoglu
AI4CE
OCL
PINN
GNN
510
1,407
0
01 Dec 2016
Layer Normalization
Jimmy Lei Ba
J. Kiros
Geoffrey E. Hinton
342
10,467
0
21 Jul 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe
Christian Szegedy
OOD
426
43,234
0
11 Feb 2015
1