Research output per year
Research output per year
Personal profile
Research interests
My research interests lie in the areas of control and systems theory, optimization, and computational mathematics. In particular, I work on research problems at the interface of biology, physics, and control, where mathematics is applied to understand the dynamic behavior of the underlying complex systems.
Available to Mentor:
- PhD/MSTP Students
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Controllability and Accessibility on Graphs for Bilinear Systems Over Lie Groups
Wang, X., Li, B., Li, J. S., Petersen, I. R. & Shi, G., Apr 1 2023, In: IEEE Transactions on Automatic Control. 68, 4, p. 2277-2292 16 p.Research output: Contribution to journal › Article › peer-review
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Interpretable Design of Reservoir Computing Networks Using Realization Theory
Miao, W., Narayanan, V. & Li, J. S., Sep 1 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6379-6389 11 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Moment-Based Reinforcement Learning for Ensemble Control
Yu, Y. C., Narayanan, V. & Li, J. S., 2023, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
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Residual projection for quantile regression in vertically partitioned big data
Fan, Y., Li, J. S. & Lin, N., Mar 2023, In: Data Mining and Knowledge Discovery. 37, 2, p. 710-735 26 p.Research output: Contribution to journal › Article › peer-review
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An operator theoretic approach to linear ensemble control
Zeng, S. & Li, J. S., Oct 2022, In: Systems and Control Letters. 168, 105350.Research output: Contribution to journal › Article › peer-review
1 Scopus citations