Personal profile
Personal profile
Feiyan Chen has been working in XJTLU since September 2016. She has received her Ph. D. degree from Jiangnan University in 2017.Her main research area is system identification. Identification, then, is to select that model in the model set that describes the data best, according to the criterion. She has been interested in optimization algorithms for complex nonlinear systems in recent years. And She has published some SCI papers in renowned journals including Nonlinear Dynamics, Journal of the Franklin Institute, Applied Mathematical Modelling, Mathematics and Computers in Simulation, etc.
Research interests
process control and machine learning optimization methods and theories；
Model identification;
Identification methods for strong coupling large-scale multivariable systems ;
Complex nonlinear system identification.
Teaching
MTH014 Multivariable Calculus (Architecture) Module Leader in AY21/22, AY 22/23
MTH019 Calculus for Business Module leader in AY21/22, AY23/24, AY24/25, AY25/26
MTH004 Multivariable Calculus
MTH116 Foundations of Financial Computing
MTH301 Final Year Project, 2017-Present
Education/Academic qualification
Ph.D. , Jiangnan University, - 2017
Research areas
- System Identification
- Machine Learning Optimization Methods
- Complex Nonlinear System Identification
Person Types
- Staff
Fingerprint
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Collaborations and top research areas from the last five years
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Research on Modeling and Control of Complex Networked Systems
Chen, F. (PI)
1/06/25 → 31/05/26
Project: Governmental Research Project
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Research on identification methods of complex systems with multi-rate characteristics
Chen, F. (PI)
1/09/22 → 31/08/26
Project: Internal Research Project
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Research on identification methods of industrial networked control system with multi-rate characteristics
Chen, F. (PI)
1/09/23 → 1/09/25
Project: Internal Research Project
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Parameter identification and state estimation of power cell based on data model fusion
Chen, F. (PI)
1/04/23 → 31/08/24
Project: Internal Research Project
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Facilitating language transition for Year 1 mathematics learning
Chen, F. (PI)
1/04/23 → 31/08/24
Project: Other
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Adaptive load forecasting under regional distribution shifts: A meta-learning framework
Yuan, F., Zhou, H., Tang, L., Chen, F., Chen, G. Y. & Gan, M., 15 Jan 2026, In: Engineering Applications of Artificial Intelligence. 164, 113104.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Kalman-Based Joint Estimation for Generalized Time-Varying Parameter Systems With the Unknown Invariant Matrix
Xu, N., Zhang, X., Xu, L., Ding, F. & Chen, F., Feb 2026, In: IEEE Transactions on Cybernetics. 56, 2, p. 1027-1036 10 p.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus) -
A Novel Filtering Based Maximum Likelihood Generalized Extended Gradient Method for Multivariable Nonlinear Systems
Chen, F., Liu, Q. & Ding, F., Apr 2025, In: International Journal of Adaptive Control and Signal Processing. 39, 4, p. 638-650 13 p.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Knowledge-prompted intracranial hemorrhage segmentation on brain computed tomography
Nie, T., Chen, F., Su, J., Chen, G. & Gan, M., 1 May 2025, In: Expert Systems with Applications. 271, 126609.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)
Activities
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Neural Networks and Differential Equations: From Universal Approximation to AI Solutions
Chen, F. (Co-supervisor)
9 Jun 2025 → 1 Aug 2025Activity: Supervision › Completed SURF Project
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Neural Networks and Differential Equations: From Universal Approximation to AI Solutions
Zhang, K. (Supervisor) & Chen, F. (Co-supervisor)
7 Jun 2025 → 1 Aug 2025Activity: Supervision › Completed SURF Project
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2025 system identification and state estimation conference
Chen, F. (Speaker)
18 Apr 2025 → 21 Apr 2025Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Research on Identification Methods of Industrial Networked Control System with Multi-rate Characteristics
Chen, F. (Supervisor), Kouwenhoven, T. (Co-supervisor), Cheng, G. (Co-supervisor), Liu, Q. (Co-supervisor) & Huang, K. (Co-supervisor)
1 Mar 2025 → 28 Feb 2028Activity: Supervision › PhD Supervision
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Research and exchange meetings on talent cultivation and teaching
Chen, F. (Member of programme committee), Zhang, K. (Organiser), Liu, G. (Member of programme committee), Wei, F. (Member of programme committee), Bao, J. (Member of programme committee) & Ye, Y. (Member of programme committee)
1 Dec 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …