Xuhui Meng

60 total papers · 4.6k total citations
34 papers, 2.7k citations indexed

About

Xuhui Meng is a scholar working on Statistical and Nonlinear Physics, Computational Mechanics and Aerospace Engineering. According to data from OpenAlex, Xuhui Meng has authored 34 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Statistical and Nonlinear Physics, 13 papers in Computational Mechanics and 11 papers in Aerospace Engineering. Recurrent topics in Xuhui Meng's work include Model Reduction and Neural Networks (18 papers), Lattice Boltzmann Simulation Studies (10 papers) and Nuclear Engineering Thermal-Hydraulics (9 papers). Xuhui Meng is often cited by papers focused on Model Reduction and Neural Networks (18 papers), Lattice Boltzmann Simulation Studies (10 papers) and Nuclear Engineering Thermal-Hydraulics (9 papers). Xuhui Meng collaborates with scholars based in China, United States and Germany. Xuhui Meng's co-authors include George Em Karniadakis, Liu Yang, Zhen Li, Dongkun Zhang, Lu Lu, Zongren Zou, Zhaoli Guo, Apostolos F. Psaros, Ling Guo and Qin Lou and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Journal of Computational Physics.

In The Last Decade

Xuhui Meng

29 papers receiving 2.6k citations

Hit Papers

B-PINNs: Bayesian physics... 2019 2026 2021 2023 2020 2019 2020 2022 2023 200 400 600
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data
    2020 636 citations Liu Yang, Xuhui Meng et al. Journal of Computational Physics profile →
  2. A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems
    2019 407 citations Xuhui Meng, George Em Karniadakis Journal of Computational Physics profile →
  3. PPINN: Parareal physics-informed neural network for time-dependent PDEs
    2020 380 citations Xuhui Meng, Zhen Li et al. Computer Methods in Applied Mechanics and Engineering profile →
  4. Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems
    2022 371 citations Lu Lu, Xuhui Meng et al. Computer Methods in Applied Mechanics and Engineering profile →
  5. Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons
    2023 211 citations Apostolos F. Psaros, Xuhui Meng et al. Journal of Computational Physics profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Xuhui Meng 1.6k 850 498 452 412 34 2.7k
Ameya D. Jagtap 2.5k 1.5× 1.2k 1.5× 550 1.1× 611 1.4× 308 0.7× 30 3.4k
Zhiping Mao 1.5k 0.9× 904 1.1× 347 0.7× 427 0.9× 208 0.5× 37 3.0k
Shengze Cai 2.0k 1.2× 1.3k 1.6× 452 0.9× 635 1.4× 213 0.5× 44 3.4k
Zhicheng Wang 1.0k 0.6× 517 0.6× 297 0.6× 312 0.7× 139 0.3× 25 1.9k
Liu Yang 2.3k 1.4× 1.0k 1.2× 920 1.8× 607 1.3× 466 1.1× 20 4.9k
Benjamin Peherstorfer 1.5k 0.9× 731 0.9× 279 0.6× 425 0.9× 1.3k 3.1× 63 2.8k
Alireza Yazdani 964 0.6× 736 0.9× 243 0.5× 243 0.5× 175 0.4× 38 3.2k
Tan Bui–Thanh 957 0.6× 804 0.9× 240 0.5× 196 0.4× 692 1.7× 56 1.9k
Dunhui Xiao 1.1k 0.7× 773 0.9× 145 0.3× 334 0.7× 355 0.9× 68 2.1k
Heng Xiao 1.4k 0.8× 2.4k 2.9× 190 0.4× 752 1.7× 326 0.8× 84 3.8k

Countries citing papers authored by Xuhui Meng

Since Specialization
Citations

This map shows the geographic impact of Xuhui Meng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xuhui Meng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xuhui Meng more than expected).

Fields of papers citing papers by Xuhui Meng

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xuhui Meng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xuhui Meng. The network helps show where Xuhui Meng may publish in the future.

Co-authorship network of co-authors of Xuhui Meng

This figure shows the co-authorship network connecting the top 25 collaborators of Xuhui Meng. A scholar is included among the top collaborators of Xuhui Meng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xuhui Meng. Xuhui Meng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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