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 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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Control and computation for linear ensemble systems using moment reduction
Ning, X., Cheng, G., Zhang, W. & Li, J. S., Feb 2026, In: Automatica. 184, 112692.Research output: Contribution to journal › Article › peer-review
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Control of Oscillator Networks With Mean-Field Measurement: A Hybrid Open/Closed-Loop Approach
Singhal, B., Kiss, I. Z. & Li, J. S., 2026, In: IEEE Transactions on Control Systems Technology. 34, 1, p. 19-30 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
NIPS: Network Inference with Partial State measurements using forced-delay embedding
Singhal, B., Kiss, I. Z. & Li, J. S., Jan 2026, In: PNAS Nexus. 5, 1, pgaf397.Research output: Contribution to journal › Article › peer-review
Open Access -
A Deep Reservoir Computing Architecture for Dynamic Generative Modeling
Zhang, W., Kuan, Y. H., Chang, S. H. & Li, J.-S., 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Data-Driven Pattern Formation in Oscillator Networks Using Partial Observations
Shih, Y. H., Singhal, B. & Li, J. S., 2025, 2025 IEEE 64th Conference on Decision and Control, CDC 2025. Institute of Electrical and Electronics Engineers Inc., p. 4318-4323 6 p. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review