空间映射与代理模型
面向工程设计决策,建立连接快速粗模型、高保真仿真和优化流程的高效模型驱动方法。
研究方向包括空间映射、代理模型、仿真驱动优化、微波电路、天线和射频工程。
面向工程设计决策,建立连接快速粗模型、高保真仿真和优化流程的高效模型驱动方法。
面向微波电路、器件和射频系统的计算机辅助设计、调谐与优化流程。
面向紧凑型、宽带、阵列和 MIMO 天线设计的多目标与数据高效优化方法。
面向无线感知、射频系统和相关工业工程问题的应用电磁建模。
程庆沙教授本科和硕士毕业于重庆大学自动化专业,2004 年获加拿大麦克马斯特大学博士学位,现任南方科技大学副教授。
他的研究聚焦于空间映射、代理模型、基于仿真的调谐、计算机辅助设计,以及微波电路、天线和射频系统的快速建模与优化。
曾于 1998 年在北京大学计算机科学技术系工作,1999 年加入麦克马斯特大学电气与计算机工程系 Simulation Optimization Systems Research Laboratory,之后担任博士后、研究助理、研究工程师和兼职讲师。
2014 年加入南方科技大学任助理教授,后成为长聘副教授。2018 年受聘为加拿大里贾纳大学 Adjunct Professor。
担任 International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 副主编,并长期为微波、天线等领域重要期刊审稿。
组织或主持 SMSMEO、IEEE IMS、IEEE NEMO、IEEE ICCS、IEEE ACES、IEEE ICCEM 和 ACES-China 等会议、研讨会和专题活动。
[2014] Q.S. Cheng and J.W. Bandler, "Implementation of space mapping in commercial software," IMS Workshop WFE Recent Advances in Space Mapping Modeling and Optimization , Tampa Bay, FL, June 2014.
[2014] Q.S. Cheng, J.W. Bandler, S. Koziel, and K. Madsen, "Modeling and optimization of microwave and RF circuits exploiting space mapping," Tianjin University, Tianjin, China, Jan. 12, 2014.
[2012] Q.S. Cheng and J.W. Bandler, "Implementation of space mapping optimization and modeling in Agilent ADS," Presentation to Design Engineering Teams , Freescale Semiconductor Inc., Tempe, AZ, Oct. 25, 2012.
[2012] Q.S. Cheng, J.W. Bandler, and S. Koziel "Tuning Space Mapping: The State of the Art," The Third International Workshop on Surrogate Modelling and Space Mapping For Engineering Optimization (SMSMEO 2012) (Reykjavik University, Iceland, Aug. 9-11, 2012).
[2012] J.W. Bandler and Q.S. Cheng, "The Essence of Space Mapping: Less is More," The Third International Workshop on Surrogate Modelling and Space Mapping For Engineering Optimization (SMSMEO 2012) (Reykjavik University, Iceland, Aug. 9-11, 2012).
[2012] J.W. Bandler, Q.S. Cheng, and S. Koziel "Model Generation Using Space Mapping Techniques," IEEE MTT-S Int. Microwave Symp. Workshop on Advanced Techniques For Electromagnetics-based Model Generation (Montreal, QC, Canada, June 18, 2012)
[2012] Q.S. Cheng, J.W. Bandler, and S. Koziel "Tuning Space Mapping: The State of the Art," Session 2P6 Microwave and Millimeter Wave Circuits and Devices, The 31st Progress In Electromagnetics Research Symposium (PIERS) (Kuala Lumpur, Malaysia, 28 March, 2012).
[2011] Q.S. Cheng, J.W. Bandler, N.K. Nikolova, and S. Koziel, "Simulation-Driven Optimization and Modeling with Adjoint Sensitivities," Int. Workshop on Advances in Simulation-Driven Optimization and Modeling (ASDOM 2011) (Reykjavik University, Iceland, Aug. 13-14, 2011)
[2011] J.W. Bandler, Q.S. Cheng, and S. Koziel, "Exploitation of Simulators and Surrogates in Optimization-driven Design: the Art and the Science," Int. Workshop on Advances in Simulation-Driven Optimization and Modeling (ASDOM 2011) (Reykjavik University, Iceland, Aug. 13-14, 2011).
[2011] J.W. Bandler, Q.S. Cheng, and S. Koziel, "Microwave CAD Using Surrogate Optimization and Space Mapping," IEEE MTT-S Int. Microwave Symp. Workshop on WME: Simulation- and Surrogate-Driven Microwave Design Technology (Baltimore, MD, June 6, 2011).
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)
信号与系统(2024)
高级非线性优化(2021-2025)
天线理论与技术(2020-2026)
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