Space Mapping and Surrogate Modeling
Efficient model-based optimization methods that connect fast coarse models, high-fidelity simulations, and engineering design decisions.
Research in space mapping, surrogate modeling, simulation-driven optimization, microwave circuits, antennas, and RF engineering.
Efficient model-based optimization methods that connect fast coarse models, high-fidelity simulations, and engineering design decisions.
Computer-aided design, tuning, and optimization workflows for microwave circuits, components, and RF systems.
Multi-objective and data-efficient optimization methods for compact, broadband, array, and MIMO antenna designs.
Applied electromagnetic modeling for wireless sensing, RF systems, and related industrial engineering problems.
Qingsha (Shasha) Cheng received the B.Eng. and M.Eng. degrees in automation from Chongqing University, China, and the Ph.D. degree from McMaster University, Canada, in 2004. He is currently an associate professor at Southern University of Science and Technology in Shenzhen, China.
His research focuses on space mapping, surrogate modeling, simulator-based tuning, computer-aided design, and fast modeling and optimization methods for microwave circuits, antennas, and RF systems.
He worked with Peking University in 1998 and joined the Simulation Optimization Systems Research Laboratory at McMaster University in 1999, later serving as a postdoctoral fellow, research associate, research engineer, and sessional lecturer.
He joined SUSTech in 2014 as an assistant professor and later became a tenured associate professor. He was appointed Adjunct Professor with the University of Regina, Canada, in 2018.
He has served as an associate editor of the International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, and has reviewed for major microwave and antenna journals.
He has organized or chaired workshops and sessions for SMSMEO, IEEE IMS, IEEE NEMO, IEEE ICCS, IEEE ACES, IEEE ICCEM, and ACES-China, including electromagnetic modeling and optimization activities for IEEE MTT-S Young Professionals.
[2023] Q.S. Cheng, "Fast Modeling and Optimization Methods Based on Electromagnetic Simulation," Dassault Systemes SIMULIA CST Electromagnetic Simulation Seminar, July 5, 2023.
[2023] Q.S. Cheng and Y. Kuang, "Surrogate Model Design," Electromagnetic Information Theory White Paper,Huawei 2012 Lab, 2023.
[2023] Q.S. Cheng, "Fast Modeling and Optimization Methods Based on Electromagnetic Simulation," Huawei 2023 Electromagnetic Protection and Electrical Safety Engineering Technology Conference, May 12, 2023.
[2023] Y. Kuang, Q.S. Cheng, and Z.N. Chen, "Characteristic mode-guided trust-region-based optimization for mode manipulation in dual-band metantenna design," IEEE Transactions on Antenna and propagation , vol. 71, no. 12, pp. 9717-9727, Dec. 2023.
[2023] Y. Kuang, Q. S. Cheng and Z. N. Chen, “Characteristics mode-guided trust-region-based optimization for dual-band metantenna design,” 2023 IEEE 11th Asia-Pacific Conference on Antennas and Propagation (APCAP), Guangzhou, China, 2023, pp. 1-2. (Best student paper)
[2023] C. Jia, Z. Li, Y. Zhang, J. Cao, H. Chen, X. Zhao, Y. Du, Q.S. Cheng, N. Ma, and F. Qiu, "Serial arc-fault restriction survey with standard-listed products in the Chinese market," IEEE Transactions on Industry Applications , vol. 59, no. 6, pp. 7453-7461, Nov.-Dec. 2023.
[2023] N. Ma, C. Jia, Y. Du, Q.S. Cheng, Z. Li, Z. Wu, and L. Pei, "Arc-fault unwanted tripping survey of hair dryers with GB31143-Listed Products," (ACCES 2023) (Accepted)
[2023] N.C. Pradhan, M.G. Reddy, K.S. Subramanian, R.K. Barik, S. Koziel, and Q.S. Cheng, "Microfluidic SIW-based tunable self-diplexing antenna for Sub-6 GHz band applications," IEEE Transactions on Circuits and Systems II: Express Briefs , vol. 70, no. 4, pp. 1435-1439, Apr. 2023.
[2023] Z. Zhang, B. Liu, Y. Yu, M. Imran, Q.S. Cheng, and M. Yu, "A surrogate modeling space definition method for efficient filter yield optimization," IEEE Microwave and Wireless Technology Letters , vol. 33, no. 6, pp. 631-634, June 2023.
[2023] Z. Huang, C. Jia, Z. Li, Y. Du, Q.S. Cheng, H. Du, and X. Li, "Detection performance of arcing fault detectors in the Chinese market according to the Chinese Standard GB/T 31143", 2023 5th International Conference on Energy, Power and Grid (ICEPG 2023) (Guangzhou, China, 2023).
Research Assistant Professor
Postdoctoral Fellow
Postdoctoral Fellow
Postdoctoral Fellow
Ph.D. student (co-supervised with WONG Hang Steve, CityU, Hong Kong)
Ph.D. student
Ph.D. student
Ph.D. student
Ph.D. student
Master’s student
Master’s student
Master’s student
Master’s student
Master’s student
Master’s student
Ph.D. (co-supervised with Paul Laforge, University of Regina, Canada) (Graduated 2021)
Ph.D. (co-supervised with Paul Laforge, University of Regina, Canada) (Graduated 2021)
Ph.D. (co-supervised with Ross Murch, HKUST, Hong Kong) (Graduated 2021)
Ph.D. degree (co-supervised with Michael Lancaster and Yi Wang, University of Birmingham, UK and Bo Liu, University of Glasgow, UK) (Graduated 2022)
Ph.D., SUSTech-HIT joint Ph.D. program (Graduated 2022, Guangzhou University)
Ph.D. (co-supervised with Yaping Du, the Hong Kong Polytechnic University) (Graduated 2023)
Ph.D. student (co-supervised with Zhining Chen, National University of Singapore)
Ph.D. student (co-supervised with Ross Murch, HKUST, Hong Kong)
Ph.D. student (co-supervised with Yaping Du, the Hong Kong Polytechnic University)
Master’s degree (Graduated 2018)
Master’s degree (Graduated 2019)
Master’s degree (Graduated 2019)
Master’s degree (Graduated 2020)
Master’s degree (Graduated 2022)
Master’s degree (Graduated 2022)
Master’s degree (Graduated 2022)
Master’s degree (Graduated 2024)
Master’s degree (Graduated 2024)
Master’s degree (Graduated 2024)
The em+ Lab welcomes applications and inquiries from prospective master's students, Ph.D. students, postdoctoral fellows, and engineers interested in electromagnetic modeling, microwave CAD, antenna optimization, surrogate modeling, and simulation-driven design.
Signals and Systems (2024)
Advanced Nonlinear Optimization (2021-2025)
Antenna Theory and Techniques (2020-2026)
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