Zhongrui Wang

I am a PhD student at the Department of Mathematics, University of Wisconsin-Madison, supervised by Prof. Nan Chen. Previously, I work with Prof. Lili Lei at the School of Atmospheric Sciences, Nanjing University on ensemble-based data assimilation. My research interests lie in reduced-order modeling for complex systems, data assimilation, and machine learning applications.

I can be reached by zhongrui[dot]wang@wisc.edu.

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Publications

A Closed-Form Nonlinear Data Assimilation Algorithm for Multi-Layer Flow Fields   [poster] [code]
Zhongrui Wang, Nan Chen, and Di Qi
Arxiv preprint, 2024

CNN-based adaptive localization for an ensemble Kalman filter   [code]
Zhongrui Wang, Lili Lei, Jeffrey L. Anderson, Zhe-Min Tan, and Yi Zhang
Journal of Advances in Modeling Earth Systems (JAMES), 2023

The importance of data assimilation components for initial conditions and subsequent error growth
Zhongrui Wang*, Haohao Sun*, Lili Lei, and Zhe-Min Tan
Science China Earth Sciences, 2023

Integrated Hybrid Data Assimilation for an Ensemble Kalman Filter
Lili Lei, Zhongrui Wang, and Zhe-Min Tan
Monthly Weather Review (MWR), 2021

Mobile monitoring of urban air quality at high spatial resolution by low-cost sensors: impacts of COVID-19 pandemic lockdown
Shibao Wang, Yun Ma, Zhongrui Wang, Lei Wang, Xuguang Chi, Aijun Ding, Mingzhi Yao, Yunpeng Li, Qilin Li, Mengxian Wu, Ling Zhang, Yongle Xiao, and Yanxu Zhang
Atmospheric Chemistry and Physics (ACP), 2021

Large-eddy simulation of traffic-related air pollution at a very high resolution in a mega-city: evaluation against mobile sensors and insights for influencing factors
Yanxu Zhang, Xingpei Ye, Shibao Wang, Xiaojing He, Lingyao Dong, Ning Zhang, Haikun Wang, Zhongrui Wang, Yun Ma, Lei Wang, Xuguang Chi, Aijun Ding, Mingzhi Yao, Yunpeng Li, Qilin Li, Ling Zhang, Yongle Xiao
Atmospheric Chemistry and Physics (ACP), 2021

* Denotes equal contribution.