I agree that this site is using cookies. You can find further informations here.
X
Meng, Xuhui
492  results:
Search for persons X
?
1

Correcting model misspecification in physics-informed neura..:

Zou, Zongren ; Meng, Xuhui ; Karniadakis, George Em
Journal of Computational Physics.  505 (2024)  - p. 112918 , 2024
Link: https://doi.org/10.1016/..
 
?
2

NeuralUQ: A Comprehensive Library for Uncertainty Quantific..:

Zou, Zongren ; Meng, Xuhui ; Psaros, Apostolos F..
SIAM Review.  66 (2024)  1 - p. 161-190 , 2024
Link: https://doi.org/10.1137/..
 
?
3

Physics-informed neural networks for predicting gas flow dy..:

Nath, Kamaljyoti ; Meng, Xuhui ; Smith, Daniel J..
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
?
4

Physics-informed neural networks with residual/gradient-bas..:

Mao, Zhiping ; Meng, Xuhui
Applied Mathematics and Mechanics.  44 (2023)  7 - p. 1069-1084 , 2023
Link: https://doi.org/10.1007/..
 
?
5

Deep neural operator for learning transient response of int..:

Lu, Minglei ; Mohammadi, Ali ; Meng, Zhaoxu...
Computational Mechanics.  72 (2023)  3 - p. 563-576 , 2023
Link: https://doi.org/10.1007/..
 
?
6

Uncertainty quantification in scientific machine learning: ..:

Psaros, Apostolos F. ; Meng, Xuhui ; Zou, Zongren..
Journal of Computational Physics.  477 (2023)  - p. 111902 , 2023
Link: https://doi.org/10.1016/..
 
?
7

Variational inference in neural functional prior using norm..:

Meng, Xuhui
Applied Mathematics and Mechanics.  44 (2023)  7 - p. 1111-1124 , 2023
Link: https://doi.org/10.1007/..
 
?
8

A Comparative Study on Deep Learning Models for COVID-19 Fo..:

Guo, Ziyuan ; Lin, Qingyi ; Meng, Xuhui
Healthcare.  11 (2023)  17 - p. 2400 , 2023
Link: https://doi.org/10.3390/..
 
?
9

Bayesian Physics Informed Neural Networks for real-world no..:

Linka, Kevin ; Schäfer, Amelie ; Meng, Xuhui...
Computer Methods in Applied Mechanics and Engineering.  402 (2022)  - p. 115346 , 2022
Link: https://doi.org/10.1016/..
 
?
10

Gradient-enhanced physics-informed neural networks for forw..:

Yu, Jeremy ; Lu, Lu ; Meng, Xuhui.
Computer Methods in Applied Mechanics and Engineering.  393 (2022)  - p. 114823 , 2022
Link: https://doi.org/10.1016/..
 
?
11

Learning functional priors and posteriors from data and phy..:

Meng, Xuhui ; Yang, Liu ; Mao, Zhiping..
Journal of Computational Physics.  457 (2022)  - p. 111073 , 2022
Link: https://doi.org/10.1016/..
 
?
12

A comprehensive and fair comparison of two neural operators..:

Lu, Lu ; Meng, Xuhui ; Cai, Shengze...
Computer Methods in Applied Mechanics and Engineering.  393 (2022)  - p. 114778 , 2022
Link: https://doi.org/10.1016/..
 
?
13

Multi-fidelity Bayesian neural networks: Algorithms and app..:

Meng, Xuhui ; Babaee, Hessam ; Karniadakis, George Em
Journal of Computational Physics.  438 (2021)  - p. 110361 , 2021
Link: https://doi.org/10.1016/..
 
?
14

B-PINNs: Bayesian physics-informed neural networks for forw..:

Yang, Liu ; Meng, Xuhui ; Karniadakis, George Em
Journal of Computational Physics.  425 (2021)  - p. 109913 , 2021
Link: https://doi.org/10.1016/..
 
?
15

Physics-informed neural networks for solving forward and in..:

Lou, Qin ; Meng, Xuhui ; Karniadakis, George Em
Journal of Computational Physics.  447 (2021)  - p. 110676 , 2021
Link: https://doi.org/10.1016/..
 
1-15