Mengyang Gu

845 total citations
36 papers, 491 citations indexed

About

Mengyang Gu is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Materials Chemistry. According to data from OpenAlex, Mengyang Gu has authored 36 papers receiving a total of 491 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 9 papers in Computational Theory and Mathematics and 6 papers in Materials Chemistry. Recurrent topics in Mengyang Gu's work include Gaussian Processes and Bayesian Inference (9 papers), Advanced Multi-Objective Optimization Algorithms (7 papers) and Machine Learning in Materials Science (5 papers). Mengyang Gu is often cited by papers focused on Gaussian Processes and Bayesian Inference (9 papers), Advanced Multi-Objective Optimization Algorithms (7 papers) and Machine Learning in Materials Science (5 papers). Mengyang Gu collaborates with scholars based in United States, Netherlands and Saudi Arabia. Mengyang Gu's co-authors include James O. Berger, Xiaojing Wang, Long Wang, K. R. Anderson, M. P. Poland, E. K. Montgomery‐Brown, P. Segall, M. R. Patrick, A. Miklius and I. A. Johanson and has published in prestigious journals such as Science, The Journal of Chemical Physics and SHILAP Revista de lepidopterología.

In The Last Decade

Mengyang Gu

31 papers receiving 479 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Mengyang Gu United States	10	133	113	90	68	58	36	491
Antti Solonen Finland	14	103 0.8×	26 0.2×	32 0.4×	57 0.8×	158 2.7×	33	559
Lijun Zhu China	18	130 1.0×	37 0.3×	15 0.2×	27 0.4×	8 0.1×	62	1.5k
James Wong Australia	6	44 0.3×	9 0.1×	72 0.8×	54 0.8×	15 0.3×	10	713
D. Rousseau France	9	103 0.8×	58 0.5×	14 0.2×	26 0.4×	22 0.4×	34	541
Hongxing Li China	14	71 0.5×	126 1.1×	85 0.9×	2 0.0×	41 0.7×	56	487
Vasileios Maroulas United States	13	115 0.9×	8 0.1×	206 2.3×	12 0.2×	17 0.3×	57	582
Roberto Garra Italy	18	22 0.2×	18 0.2×	26 0.3×	25 0.4×	23 0.4×	72	1.4k
Ayan Biswas United States	14	99 0.7×	14 0.1×	23 0.3×	12 0.2×	13 0.2×	43	420
Yi Qin China	14	64 0.5×	18 0.2×	161 1.8×	7 0.1×	14 0.2×	56	611

Countries citing papers authored by Mengyang Gu

Since Specialization

Citations

This map shows the geographic impact of Mengyang Gu'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 Mengyang Gu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mengyang Gu more than expected).

Fields of papers citing papers by Mengyang Gu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mengyang Gu. 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 Mengyang Gu. The network helps show where Mengyang Gu may publish in the future.

Co-authorship network of co-authors of Mengyang Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Mengyang Gu. A scholar is included among the top collaborators of Mengyang Gu 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 Mengyang Gu. Mengyang Gu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Murphy, Elizabeth, et al.. (2025). Universal Phase Identification of Block Copolymers From Physics‐Informed Machine Learning. Journal of Polymer Science. 63(6). 1433–1440. 5 indexed citations

Gu, Mengyang, et al.. (2025). Mixing, Enhanced Dissipation, and Phase Transition in the Kinetic Vicsek Model. SIAM Journal on Mathematical Analysis. 57(4). 3878–3909.

Fang, Xinyi & Mengyang Gu. (2025). The inverse Kalman filter. Biometrika. 112(4).

Ma, Xiaoran, et al.. (2024). A nonparametric mixed-effects mixture model for patterns of clinical measurements associated with COVID-19. The Annals of Applied Statistics. 18(3). 2080–2095. 1 indexed citations

Gu, Mengyang, et al.. (2024). Optimizing gelation time for cell shape control through active learning. Soft Matter. 21(5). 970–981. 1 indexed citations

Gu, Mengyang. (2024). RobustCalibration: Robust Calibration of Computer Models in R. The R Journal. 15(4). 84–105.

Gu, Mengyang, Xinyi Fang, & Yimin Luo. (2023). Data-Driven Model Construction for Anisotropic Dynamics of Active Matter. 1(1). 7 indexed citations

Gu, Mengyang, et al.. (2023). Physics-informed Gaussian process regression of in operando capacitance for carbon supercapacitors. Energy Advances. 2(6). 843–853. 5 indexed citations

Wu, Jianzhong & Mengyang Gu. (2023). Perfecting Liquid-State Theories with Machine Intelligence. The Journal of Physical Chemistry Letters. 14(47). 10545–10552. 9 indexed citations

10.

Zhao, Junbo, et al.. (2023). A High Computationally Efficient Parallel Partial Gaussian Process for Large-Scale Power System Probabilistic Transient Stability Assessment. IEEE Transactions on Power Systems. 39(2). 4650–4660. 6 indexed citations

11.

Ma, Xiaoran, Hanjie Zhang, Caitlin Monaghan, et al.. (2023). Predicting SARS-CoV-2 infection among hemodialysis patients using multimodal data. SHILAP Revista de lepidopterología. 3. 1179342–1179342. 5 indexed citations

12.

Gu, Mengyang, Minwook Park, Xinyi Fang, et al.. (2023). Molecular-scale substrate anisotropy, crowding and division drive collective behaviours in cell monolayers. Journal of The Royal Society Interface. 20(204). 20230160–20230160. 16 indexed citations

13.

Gu, Mengyang, et al.. (2023). Calibration of Imperfect Geophysical Models by Multiple Satellite Interferograms with Measurement Bias. Technometrics. 65(4). 453–464. 1 indexed citations

14.

Gu, Mengyang, et al.. (2022). Scalable Marginalization of Correlated Latent Variables with Applications to Learning Particle Interaction Kernels. 172–186. 5 indexed citations

15.

Gu, Mengyang, et al.. (2022). The importance of contextualization of crowdsourced active speed test measurements. 274–289. 5 indexed citations

16.

Gu, Mengyang, et al.. (2022). Gaussian Orthogonal Latent Factor Processes for Large Incomplete Matrices of Correlated Data. Bayesian Analysis. 17(4). 4 indexed citations

17.

Luo, Yimin, et al.. (2022). High-throughput microscopy to determine morphology, microrheology, and phase boundaries applied to phase separating coacervates. Soft Matter. 18(15). 3063–3075. 16 indexed citations

18.

Gu, Mengyang, et al.. (2021). Robust estimation of SARS-CoV-2 epidemic in US counties. Scientific Reports. 11(1). 11841–11841. 3 indexed citations

19.

Gu, Mengyang, et al.. (2021). Uncertainty quantification and estimation in differential dynamic microscopy. Physical review. E. 104(3). 34610–34610. 16 indexed citations

20.

Anderson, K. R., I. A. Johanson, M. R. Patrick, et al.. (2019). Magma reservoir failure and the onset of caldera collapse at Kīlauea Volcano in 2018. Science. 366(6470). 125 indexed citations

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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