Zixiao Ma

542 total citations
24 papers, 348 citations indexed

About

Zixiao Ma is a scholar working on Control and Systems Engineering, Electrical and Electronic Engineering and Safety, Risk, Reliability and Quality. According to data from OpenAlex, Zixiao Ma has authored 24 papers receiving a total of 348 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Control and Systems Engineering, 14 papers in Electrical and Electronic Engineering and 2 papers in Safety, Risk, Reliability and Quality. Recurrent topics in Zixiao Ma's work include Optimal Power Flow Distribution (7 papers), Microgrid Control and Optimization (7 papers) and Smart Grid Energy Management (6 papers). Zixiao Ma is often cited by papers focused on Optimal Power Flow Distribution (7 papers), Microgrid Control and Optimization (7 papers) and Smart Grid Energy Management (6 papers). Zixiao Ma collaborates with scholars based in United States, China and United Kingdom. Zixiao Ma's co-authors include Zhaoyu Wang, Qianzhi Zhang, Quanmin Zhu, Yuxuan Yuan, Kevin Warwick, Yongli Zhu, Jun Fu, Fankun Bu, Di Shi and Ruisheng Diao and has published in prestigious journals such as IEEE Transactions on Power Systems, IEEE Transactions on Smart Grid and PLoS Computational Biology.

In The Last Decade

Zixiao Ma

21 papers receiving 339 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Zixiao Ma United States 11 250 219 34 28 23 24 348
Shuang Feng China 14 343 1.4× 373 1.7× 25 0.7× 25 0.9× 50 2.2× 45 520
Seán Norris United Kingdom 9 187 0.7× 359 1.6× 28 0.8× 28 1.0× 20 0.9× 16 424
Styliani Sarri Switzerland 8 262 1.0× 334 1.5× 55 1.6× 29 1.0× 10 0.4× 11 387
T.J. Browne United States 6 248 1.0× 313 1.4× 30 0.9× 20 0.7× 6 0.3× 15 365
M.A.M. Ariff Malaysia 7 255 1.0× 394 1.8× 18 0.5× 55 2.0× 19 0.8× 20 444
Tianqiao Zhao United States 13 270 1.1× 334 1.5× 25 0.7× 28 1.0× 51 2.2× 27 403
Amritanshu Pandey United States 10 155 0.6× 239 1.1× 49 1.4× 26 0.9× 18 0.8× 37 309
M. R. Aghamohammadi Iran 13 306 1.2× 456 2.1× 15 0.4× 26 0.9× 28 1.2× 57 513
Younes J. Isbeih United Arab Emirates 10 215 0.9× 299 1.4× 23 0.7× 27 1.0× 24 1.0× 15 340
Junjun Xu China 9 131 0.5× 188 0.9× 32 0.9× 34 1.2× 10 0.4× 43 249

Countries citing papers authored by Zixiao Ma

Since Specialization
Citations

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

Fields of papers citing papers by Zixiao Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zixiao Ma

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

All Works

20 of 20 papers shown
1.
2.
Shao, Wenwei, et al.. (2025). Repetitive training enhances the pattern recognition capability of cultured neural networks. PLoS Computational Biology. 21(4). e1013043–e1013043. 3 indexed citations
3.
Wang, Dingwei, et al.. (2024). Voltage Calculations in Secondary Distribution Networks via Physics-Inspired Neural Network Using Smart Meter Data. IEEE Transactions on Smart Grid. 15(5). 5205–5218. 10 indexed citations
4.
Ma, Zixiao, Zhaoyu Wang, Yuxuan Yuan, & Tianqi Hong. (2024). Singular Perturbation-Based Large-Signal Order Reduction of Microgrids for Stability and Accuracy Synthesis With Control. IEEE Transactions on Smart Grid. 15(4). 3361–3374. 2 indexed citations
5.
Ma, Zixiao, et al.. (2023). Analytical Large-Signal Modeling of Inverter-Based Microgrids With Koopman Operator Theory for Autonomous Control. IEEE Transactions on Smart Grid. 15(2). 1376–1387. 4 indexed citations
6.
Ma, Zixiao, Bai Cui, Zhaoyu Wang, & Dongbo Zhao. (2021). Parameter Reduction of Composite Load Model Using Active Subspace Method. IEEE Transactions on Power Systems. 36(6). 5441–5452. 14 indexed citations
7.
Jiang, Hong, et al.. (2021). Research on de-noising method of fiber grating multiplexing network based on LCEEMD-LWT. Optik. 247. 167997–167997. 3 indexed citations
8.
Zhang, Qianzhi, Zixiao Ma, Yongli Zhu, & Zhaoyu Wang. (2021). A Two-Level Simulation-Assisted Sequential Distribution System Restoration Model With Frequency Dynamics Constraints. IEEE Transactions on Smart Grid. 12(5). 3835–3846. 59 indexed citations
9.
Fu, Jun, Zixiao Ma, Yue Fu, & Tianyou Chai. (2021). Hybrid adaptive control of nonlinear systems with non-Lipschitz nonlinearities. Systems & Control Letters. 156. 105012–105012. 11 indexed citations
10.
Ma, Zixiao, Kaveh Dehghanpour, Zhaoyu Wang, et al.. (2020). Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling. IEEE Transactions on Smart Grid. 12(2). 1674–1684. 21 indexed citations
11.
Ma, Zixiao, Zhaoyu Wang, Yifei Guo, Yuxuan Yuan, & Hao Chen. (2020). Nonlinear Multiple Models Adaptive Secondary Voltage Control of Microgrids. IEEE Transactions on Smart Grid. 12(1). 227–238. 32 indexed citations
12.
Ma, Zixiao, Zhaoyu Wang, Dongbo Zhao, & Bai Cui. (2020). High‐fidelity large‐signal order reduction approach for composite load model. IET Generation Transmission & Distribution. 14(21). 4888–4897. 4 indexed citations
13.
Bu, Fankun, Zixiao Ma, Yuxuan Yuan, & Zhaoyu Wang. (2020). WECC Composite Load Model Parameter Identification Using Evolutionary Deep Reinforcement Learning. IEEE Transactions on Smart Grid. 11(6). 5407–5417. 41 indexed citations
14.
Ma, Zixiao & Zhaoyu Wang. (2018). Secondary voltage control for microgrids using nonlinear multiple models adaptive control with unmodeled dynamics. arXiv (Cornell University). 1 indexed citations
15.
Li, Tai‐Fang, Jun Fu, & Zixiao Ma. (2018). Improved event‐triggered control for a class of continuous‐time switched linear systems. IET Control Theory and Applications. 12(7). 1000–1005. 25 indexed citations
16.
Li, Jiao, Zixiao Ma, & Jun Fu. (2017). Exponential Stabilization of Switched Discrete‐Time Systems with All Unstable Modes. Asian Journal of Control. 20(1). 608–612. 4 indexed citations
17.
Zhu, Quanmin & Zixiao Ma. (2006). A U-model Enhanced PID Controller for Nonlinear Dynamic Plants. 216. 1026–1029. 8 indexed citations
18.
Warwick, Kevin, Quanmin Zhu, & Zixiao Ma. (2000). A hyperstable neural network for the modelling and control of nonlinear systems. Sadhana. 25(2). 169–180. 1 indexed citations
19.
Ma, Zixiao, Vladimir B. Bajić, & Daniel W. C. Ho. (1999). Neural network based adaptive internal model control for nonlinear plants. 7. 63–78.
20.
Zhu, Quanmin, Zixiao Ma, & Kevin Warwick. (1999). Neural network enhanced generalised minimum variance self-tuning controller for nonlinear discrete-time systems. IEE Proceedings - Control Theory and Applications. 146(4). 319–326. 44 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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