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2004.07016
Cited By
MeshingNet: A New Mesh Generation Method based on Deep Learning
International Conference on Conceptual Structures (ICCS), 2020
15 April 2020
Zheyan Zhang
Yongxing Wang
P. Jimack
He Wang
AI4CE
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Papers citing
"MeshingNet: A New Mesh Generation Method based on Deep Learning"
28 / 28 papers shown
UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss
Zhichao Wang
Xinhai Chen
Qinglin Wang
Xiang Gao
Qingyang Zhang
Menghan Jia
Xiang Zhang
Jie Liu
AI4CE
114
1
0
12 Aug 2025
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction
Niklas Freymuth
Tobias Würth
Nicolas Schreiber
B. Gyenes
Andreas Boltres
...
Tai Hoang
Philipp Dahlinger
P. Becker
Luise Kärger
Gerhard Neumann
AI4CE
279
1
0
29 May 2025
Learned Adaptive Mesh Generation
Zhiyuan Zhang
Amir Vaxman
Stefanos-Aldo Papanicolopulos
Kartic Subr
AI4CE
160
0
0
26 May 2025
Learning Extremely High Density Crowds as Active Matters
Computer Vision and Pattern Recognition (CVPR), 2025
Feixiang He
Jiangbei Yue
Jialin Zhu
Armin Seyfried
Dan Casas
Julien Pettré
He Wang
254
0
0
15 Mar 2025
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation
Jiajie Fan
Amal Trigui
Andrea Bonfanti
Felix Dietrich
Thomas Bäck
Hao Wang
DiffM
311
0
0
09 Mar 2025
MeshONet: A Generalizable and Efficient Operator Learning Method for Structured Mesh Generation
Jing Xiao
Xinhai Chen
Qingling Wang
Jie Liu
AI4CE
245
0
0
21 Jan 2025
Towards Universal Mesh Movement Networks
Mingrui Zhang
Chunyang Wang
Stephan Kramer
Joseph G. Wallwork
Siyi Li
Jiancheng Liu
Xiang Chen
M. Piggott
AI4CE
254
5
0
29 Jun 2024
3DMeshNet: A Three-Dimensional Differential Neural Network for Structured Mesh Generation
Jiaming Peng
Xinhai Chen
Jie Liu
AI4CE
203
3
0
07 May 2024
Bayesian Differentiable Physics for Cloth Digitalization
Deshan Gong
Ningtao Mao
He Wang
AI4CE
371
4
0
27 Feb 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks
Jin-Hwa Kim
277
1
1
16 Feb 2024
Deep Learning in Deterministic Computational Mechanics
L. Herrmann
Stefan Kollmannsberger
AI4CE
PINN
313
2
0
27 Sep 2023
Proposing an intelligent mesh smoothing method with graph neural networks
Zhichao Wang
Xinhai Chen
Junjun Yan
Jie Liu
AI4CE
262
1
0
24 Sep 2023
Human Trajectory Forecasting with Explainable Behavioral Uncertainty
Jiangbei Yue
Tianyi Zhou
He Wang
BDL
217
7
0
04 Jul 2023
Swarm Reinforcement Learning For Adaptive Mesh Refinement
Neural Information Processing Systems (NeurIPS), 2023
Niklas Freymuth
Philipp Dahlinger
Tobias Würth
Simon Reisch
Luise Kärger
Gerhard Neumann
487
23
0
03 Apr 2023
Reinforcement Learning for Block Decomposition of CAD Models
Benjamin C. DiPrete
R. Garimella
Cristina Garcia-Cardona
Navamita Ray
146
1
0
21 Feb 2023
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing
S. Faroughi
N. Pawar
C. Fernandes
Maziar Raissi
Subasish Das
N. Kalantari
S. K. Mahjour
PINN
AI4CE
263
69
0
14 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Na Lei
Zezeng Li
Zebin Xu
Ying Li
X. Gu
AI4CE
303
30
0
11 Nov 2022
A Deep Double Ritz Method (D
2
^2
2
RM) for solving Partial Differential Equations using Neural Networks
Computer Methods in Applied Mechanics and Engineering (CMAME), 2022
C. Uriarte
David Pardo
I. Muga
J. Muñoz‐Matute
261
23
0
07 Nov 2022
Quasi-optimal
h
p
hp
h
p
-finite element refinements towards singularities via deep neural network prediction
Computers and Mathematics with Applications (CMA), 2022
Tomasz Sluzalec
R. Grzeszczuk
Sergio Rojas
W. Dzwinel
Maciej Paszyñski
136
8
0
13 Sep 2022
E2N: Error Estimation Networks for Goal-Oriented Mesh Adaptation
Joseph G. Wallwork
Jing Lu
Mingrui Zhang
M. Piggott
134
14
0
22 Jul 2022
Human Trajectory Prediction via Neural Social Physics
European Conference on Computer Vision (ECCV), 2022
Jiangbei Yue
Tianyi Zhou
He Wang
AI4CE
326
138
0
21 Jul 2022
Learning robust marking policies for adaptive mesh refinement
SIAM Journal on Scientific Computing (SISC), 2022
A. Gillette
B. Keith
S. Petrides
283
14
0
13 Jul 2022
M2N: Mesh Movement Networks for PDE Solvers
Neural Information Processing Systems (NeurIPS), 2022
Wenbin Song
Mingrui Zhang
Joseph G. Wallwork
Jun-ming Gao
Zheng Tian
...
M. Piggott
Junqing Chen
Zuoqiang Shi
Xiang Chen
Jun Wang
AI4CE
145
27
0
24 Apr 2022
Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach
Neural Networks (NN), 2022
J. Pan
Jingwei Huang
G. Cheng
Yong Zeng
AI4CE
226
53
0
19 Mar 2022
Deep Generative Models in Engineering Design: A Review
Lyle Regenwetter
Amin Heyrani Nobari
Faez Ahmed
3DV
AI4CE
355
263
0
21 Oct 2021
Paradigm Shift Through the Integration of Physical Methodology and Data Science
T. Miyamoto
AI4CE
134
0
0
30 Sep 2021
Feature Engineering with Regularity Structures
Journal of Scientific Computing (J. Sci. Comput.), 2021
I. Chevyrev
A. Gerasimovičs
H. Weber
328
11
0
12 Aug 2021
Reinforcement Learning for Adaptive Mesh Refinement
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Jiachen Yang
T. Dzanic
Brenden K. Petersen
Junpei Kudo
K. Mittal
...
T. Zhao
H. Zha
T. Kolev
Robert W. Anderson
Daniel Faissol
AI4CE
144
59
0
01 Mar 2021
1
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