Personal profile
Author IDs
Scopus Author ID: 57196027391
Impact
Biography
Prof. Mengze WANG is a Presidential Assistant Professor in the Department of Mechanical Engineering at City University of Hong Kong. Before joining CityUHK in 2026, he was a Postdoctoral Researcher at Massachusetts Institute of Technology, working with Prof. Themistoklis Sapsis and Prof. Raffaele Ferrari since 2023. He received his Ph.D. in Mechanical Engineering from Johns Hopkins University (2022) and B.Sc. in Theoretical and Applied Mechanics from Peking University (2016). His research focuses on developing data assimilation and machine learning methods for high-dimensional dynamical systems, with applications in aerospace engineering and geophysical flows. He has published over 10 articles on top journals in fluid mechanics and computational physics, and one book chapter. His honors include the Corrsin-Kovasznay Outstanding Paper Award and Andrea Prosperetti Travel Award from Johns Hopkins University.
Position(s) Available
We always welcome applications for PhD, Research Assistant, Postdoctoral Research Fellow, and Visiting Scholar positions. Candidates with backgrounds in mechanics, aerospace engineering, applied math, machine learning, and relevant fields are particularly encouraged to apply. Feel free to send your CV to [email protected] if you are interested.
Research Interests/Areas
- Data assimilation & Nonlinear optimization
- Transitional and turbulent flows
- Machine learning with limited data
- Extreme events in complex engineering systems
Education/Academic qualification
PhD, Johns Hopkins University, 2022
BS, Peking University, 2016
Experiences and Professional Affiliations
Postdoctoral Researcher, Department of Mechanical Engineering, Massachusetts Institute of Technology
2023 → 2025
Postdoctoral Researcher, Department of Mechanical Engineering, Johns Hopkins University
2022 → 2023
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Collaborations from the last five years
Research output
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Analysis of inertial-range intermittency in forward and inverse cascade regions in isotropic turbulence
Yao, H., Schnaubelt, M., Lubonja, A., Medvedev, D., Hao, Y., Wang, M., Lemson, G., Burns, R., Szalay, A. S., Yeung, P. K., Eyink, G., Zaki, T. A. & Meneveau, C., 2025, In: Journal of Turbulence. 26, 8-9, p. 273-291 19 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Data assimilation and flow estimation
Zaki, T. A. & Wang, M., 6 Jun 2025, Data Driven Analysis and Modeling of Turbulent Flows. Duraisamy, K. (ed.). Academic Press, p. 129-181 (Computation and Analysis of Turbulent Flows).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
2 Link opens in a new tab Citations (Scopus) -
Variational data assimilation in wall turbulence: From outer observations to wall stress and pressure
Wang, M. & Zaki, T. A., 10 Apr 2025, In: Journal of Fluid Mechanics. 1008, A26.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile5 Link opens in a new tab Citations (Scopus) -
State estimation in minimal turbulent channel flow: A comparative study of 4DVar and PINN
Du, Y., Wang, M. & Zaki, T. A., Feb 2023, In: International Journal of Heat and Fluid Flow. 99, 15 p., 109073.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
40 Link opens in a new tab Citations (Scopus) -
Origin of enhanced skin friction at the onset of boundary-layer transition
Wang, M., Eyink, G. L. & Zaki, T. A., 25 Jun 2022, In: Journal of Fluid Mechanics. 941, 22 p., A32.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile17 Link opens in a new tab Citations (Scopus)