Grants per year
Personal profile
Research Interests
My research interests include design automation of intelligent cyber-physical systems and Internet-of-Things applications, cyber-physical security, energy-efficient CPS, and system-on-chip design.
Recent work in my group has been focusing on system level synthesis, optimization and modeling methodologies for intelligent cyber-physical systems. We are particularly interested in addressing timing, heterogeneity, security and energy challenges in CPS design and operation.
Education/Academic qualification
Electrical Engineering & Computer Science, PhD, University of California at Berkeley
… → 2008
Electrical Engineering & Computer Science, PhD, University of California, Berkeley
… → 2008
Computer Science, BE, Tsinghua University
… → 2003
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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SCC-PG: Improving healthcare access in marginalized communities through smart connected technologies
Nie, Y., Blomberg Stathopoulos, A. I., Jacobs, M., Kershaw, K. N. & Zhu, Q.
10/1/21 → 6/30/23
Project: Research project
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CPS: Medium: Batteryless Sensors Enabling Smart Green Infrastructure
Hester, J. D., Wells, G., Zhu, Q., Miller, W. M. & Packman, A.
1/1/21 → 12/31/24
Project: Research project
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CAREER: SOlSTICe: Software Synthesis with Timing Contracts for Cyber-Physical Systems
1/1/18 → 12/31/23
Project: Research project
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Operator 4.0 via Fatigue and Motion Analyses in a Human Digital Twin Enabled Framework for Smart Manufacturing
Cao, J., Guo, P., Rogers, J. A. & Zhu, Q.
UI Labs, Picatinny Center for Contracting and Commerce
4/1/21 → 12/31/22
Project: Research project
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A critical review of cyber-physical security for building automation systems
Li, G., Ren, L., Fu, Y., Yang, Z., Adetola, V., Wen, J., Zhu, Q., Wu, T., Candan, K. S. & O'Neill, Z., Jan 2023, In: Annual Reviews in Control. 55, p. 237-254 18 p.Research output: Contribution to journal › Review article › peer-review
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Guest Editorial Machine Learning for Resilient Industrial Cyber-Physical Systems
Hu, S., Chen, Y., Zhu, Q. & Colombo, A. W., Jan 1 2023, In: IEEE Transactions on Automation Science and Engineering. 20, 1, p. 3-4 2 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
How good are learning-based control v.s. model-based control for load shifting? Investigations on a single zone building energy system
Fu, Y., Xu, S., Zhu, Q., O'Neill, Z. & Adetola, V., Jun 15 2023, In: Energy. 273, 127073.Research output: Contribution to journal › Article › peer-review
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Safety-Driven Interactive Planning for Neural Network-Based Lane Changing
Liu, X., Jiao, R., Zheng, B., Liang, D. & Zhu, Q., Jan 16 2023, ASP-DAC 2023 - 28th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 39-45 7 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances
Xu, S., Fu, Y., Wang, Y., Yang, Z., O'Neill, Z., Wang, Z. & Zhu, Q., Nov 9 2022, BuildSys 2022 - Proceedings of the 2022 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Association for Computing Machinery, Inc, p. 89-98 10 p. (BuildSys 2022 - Proceedings of the 2022 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations