Concepedia
Statistics
Publications
37
Citations
5K
H-Index
23
Active since
2015
Affiliations
Brown University(Current)
Huazhong University of Science and Technology
Pacific Northwest National Laboratory
Beijing Normal University
John Brown University
Xuhui Meng is an author at Brown University specializing in physics, neural networks, and machine learning.
Publications per year
2015–2024
B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data
Liu Yang, Xuhui Meng, George Em Karniadakis · Journal of Computational Physics · 2020 · 1.1K citations · Full text
Natural Sciences, Mathematics, Physics +14
A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems
Xuhui Meng, George Em Karniadakis · Journal of Computational Physics · 2019 · 684 citations · Full text
Computing, Computer Science, Mathematics +16
Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems
Jeremy Yu, Lu Lu, Xuhui Meng et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 634 citations · Full text
PPINN: Parareal physics-informed neural network for time-dependent PDEs
Xuhui Meng, Zhen Li, Dongkun Zhang et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 612 citations · Full text
Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons
Apostolos F. Psaros, Xuhui Meng, Zongren Zou et al. · Journal of Computational Physics · 2023 · 386 citations · Full text
Computing, Computer Science, Data Science +14
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