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HAMLET: Graph Transformer Neural Operator for Partial Differential
  Equations

HAMLET: Graph Transformer Neural Operator for Partial Differential Equations

International Conference on Machine Learning (ICML), 2024
5 February 2024
Andrey Bryutkin
Jiahao Huang
Zhongying Deng
Guang Yang
Carola-Bibiane Schönlieb
Angelica E. Avilés-Rivero
ArXiv (abs)PDFHTML

Papers citing "HAMLET: Graph Transformer Neural Operator for Partial Differential Equations"

12 / 12 papers shown
Title
Method of Manufactured Learning for Solver-free Training of Neural Operators
Method of Manufactured Learning for Solver-free Training of Neural Operators
Arth Sojitra
Omer San
AI4CE
182
0
0
17 Nov 2025
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
Luke Thompson
Davy Guan
Dai Shi
Slade Matthews
Junbin Gao
Andi Han
AI4CE
117
0
0
07 Oct 2025
A Mathematical Explanation of Transformers for Large Language Models and GPTs
A Mathematical Explanation of Transformers for Large Language Models and GPTs
X. Tai
Hao Liu
Lingfeng Li
Raymond H. F. Chan
AI4CE
134
1
0
05 Oct 2025
PDE Solvers Should Be Local: Fast, Stable Rollouts with Learned Local Stencils
PDE Solvers Should Be Local: Fast, Stable Rollouts with Learned Local Stencils
Chun-Wun Cheng
Bin Dong
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
AI4CE
88
0
0
30 Sep 2025
FEDONet : Fourier-Embedded DeepONet for Spectrally Accurate Operator Learning
FEDONet : Fourier-Embedded DeepONet for Spectrally Accurate Operator Learning
Arth Sojitra
Mrigank Dhingra
Omer San
252
1
0
15 Sep 2025
Accurate and scalable deep Maxwell solvers using multilevel iterative methods
Accurate and scalable deep Maxwell solvers using multilevel iterative methods
Chenkai Mao
Jonathan A. Fan
AI4CE
40
0
0
03 Sep 2025
GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
Milad Ramezankhani
Janak M. Patel
A. Deodhar
Dagnachew Birru
AI4CE
145
2
0
16 Jun 2025
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Ziqiang Liu
Xiaoda Wang
Bohan Wang
Zijie Huang
Carl Yang
Wei Jin
AI4TSAI4CE
1.2K
11
0
29 Mar 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators
N. Gabriel
N. Johnson
George Em Karniadakis
AI4CE
290
0
0
21 Feb 2025
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
Chun-Wun Cheng
Jiahao Huang
Yi Zhang
Guang Yang
Carola-Bibiane Schonlieb
Angelica I Aviles-Rivero
MambaAI4CE
308
11
0
03 Oct 2024
ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations
ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations
Vladislav Trifonov
Alexander Rudikov
Oleg Iliev
Ivan Oseledets
Ekaterina Muravleva
Ekaterina Muravleva
DiffMAI4CE
271
0
0
07 Jun 2024
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
Benedikt Alkin
Andreas Fürst
Simon Schmid
Lukas Gruber
Markus Holzleitner
Johannes Brandstetter
PINNAI4CE
513
18
0
19 Feb 2024
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