潘小敏
人物簡歷
2022/10-至今，北京理工大學，網絡空間安全學院，長聘教授
2020/07-2021/09，北京理工大學，集成電路與電子學院，長聘教授
2017/07-2006/06，北京理工大學，信息與電子學院，講師、副研究員、長聘副教授
2003/09-2006/06, 中國科學院電子學研究所，博士
1996/09-2003/06，武漢大學，電子信息學院，學士、碩士
研究方向
電磁空間安全、深度學習、電磁成像與三維重構、電磁兼容性分析與設計
學術成果
論著
[1]. 潘小敏，姚裕貴，高性能科學計算與編程，北京:高等教育出版社，2022.7
[2]. Y.-N. Liu and X.-M. Pan, 「Solution of Volume–Surface Integral Equation Accelerated by MLFMA and Skeletonization,」 IEEE Trans. Antennas Propagat., vol. 70, no. 7, pp. 6078–6083, Jul. 2022, doi: 10.1109/TAP.2022.3140502.
[3]. D. M. Yu, X. Ye, X. M. Pan, and X. Q. Sheng, 「Fourier Bases-Expansion for Three-Dimensional Electromagnetic Inverse Scattering Problems,」 IEEE Geosci. Remote Sens. Lett., vol. 19, pp. 1–5, 2022, doi: 10.1109/LGRS.2022.3157734.
[4]. X. M. Pan, B. Y. Song, D. Wu, G. Wei, and X. Q. Sheng, 「On Phase Information for Deep Neural Networks to Solve Full-Wave Nonlinear Inverse Scattering Problems,」 IEEE Antennas Wireless Propag. Lett., vol. 20, no. 10, pp. 1903–1907, 2021, doi: 10.1109/LAWP.2021.3100135.
[5]. D. Wu, Y. N. Liu, Y. M. Wu, X. M. Pan, and X. Q. Sheng, 「Skeletonization Improved Calculation of Electric Fields by the Impedance Matrix of MoM,」 IEEE Antennas Wireless Propag. Lett., vol. 19, no. 7, pp. 1108–1112, Jul. 2020, doi: 10.1109/lawp.2020.2990177.
[6]. S. L. Huang, W. Song, Y. Z. Wang, Y. M. Wu, X. M. Pan, and X. Q. Sheng, 「Efficient and Accurate Electromagnetic Angular Sweeping of Rough Surfaces by MPI Parallel Randomized Low-Rank Decomposition,」 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 1752–1760, 2020, doi: 10.1109/jstars.2020.2981124.
[7]. Y. N. Liu, W. Song, D. Wu, X. M. Pan, and X. Q. Sheng, 「Fast and Accurate Calculation of Electromagnetic Scattering/Radiation Fields,」 IEEE Transactions on Antennas and Propagation, vol. 67, no. 11, pp. 7168–7173, Nov. 2019, doi: 10.1109/tap.2019.2927618.
[8]. Y. N. Liu, X. M. Pan, and X. Q. Sheng, 「Fast direct solution of 3-D volume integral equations by skeletonization for dynamic electromagnetic wave problems,」 International Journal of Numerical Modelling-Electronic Networks Devices and Fields, vol. 33, no. 2, Mar. 2019, doi: 10.1002/jnm.2667.
[9]. K. J. Xu, W. Song, X. M. Pan, and X. Q. Sheng, 「Accurate and Efficient Singularity Treatment in Integral Equation Discontinuous Galerkin Method,」 IEEE Trans. Antennas Propag., vol. 66, no. 6, pp. 2957–2966, Jun. 2018, doi: 10.1109/tap.2018.2817287.
[10]. X. M. Pan, S. L. Huang, and X. Q. Sheng, 「Wide Angular Sweeping of Dynamic Electromagnetic Responses From Large Targets by MPI Parallel Skeletonization,」 IEEE Trans. Antennas Propag., vol. 66, no. 3, pp. 1619–1623, Mar. 2018.
[11]. Y. N. Liu, X. M. Pan, and X. Q. Sheng, 「Skeletonization Accelerated MLFMA Solution of Volume Integral Equation for Plasmonic Structures,」 IEEE Transactions on Antennas and Propagation, vol. 66, no. 3, pp. 1590–1594, Mar. 2018, doi: 10.1109/tap.2018.2790258.
[12]. D.-M. Yu, Y.-N. Liu, F.-L. Tian, X.-M. Pan, and X.-Q. Sheng, 「Accurate Thermoplasmonic Simulation of Metallic Nanoparticles,」 J. Quant. Spectrosc. Radiat. Transfer, vol. 187, no. 1, pp. 150–160, Jan. 2017,
[13]. K.-J. Xu, X.-M. Pan, R.-X. Li, and X.-Q. Sheng, 「Fast and Accurate Algorithm for Repeated Optical Trapping Simulations on Arbitrarily Shaped Particles Based on Boundary Element Method,」 J. Quant. Spectrosc. Radiat. Transfer, vol. 195, pp. 76–84, Jul. 2017, [14]. X. M. Pan and X. Q. Sheng, 「Fast Solution of Linear Systems With Many Right-Hand Sides Based on Skeletonization,」 IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 301–304, 2016, doi: 10.1109/lawp.2015.2442595.
[15]. X. M. Pan, K. J. Xu, M. L. Yang, and X. Q. Sheng, 「Prediction of metallic nano-optical trapping forces by finite element-boundary integral method,」 Opt. Express, vol. 23, no. 5, pp. 6130–6144, Mar. 2015, doi: 10.1364/oe.23.006130.
[16]. X. M. Pan and X. Q. Sheng, 「Sparse approximate inverse preconditioner for multiscale dynamic electromagnetic problems,」 Radio Sci., vol. 49, no. 11, pp. 1041–1051, Nov. 2014, doi: 10.1002/2014rs005387.
[17]. X. M. Pan and X. Q. Sheng, 「Improved Algebraic Preconditioning for MoM Solutions of Large-Scale Electromagnetic Problems,」 IEEE Antennas and Wireless Propagation Letters, vol. 13, pp. 106–109, 2014, doi: 10.1109/lawp.2013.2295239.
[18]. X. M. Pan and X. Q. Sheng, 「Efficient Wide-Band Evaluation of Electromagnetic Wave Scattering From Complex Targets,」 IEEE Transactions on Antennas and Propagation, vol. 62, no. 8, pp. 4304–4313, Aug. 2014, doi: 10.1109/tap.2014.2327649.
[19]. X. M. Pan and X. Q. Sheng, 「Accurate and Efficient Evaluation of Spatial Electromagnetic Responses of Large Scale Targets,」 IEEE Transactions on Antennas and Propagation, vol. 62, no. 9, pp. 4746–4753, Sep. 2014, doi: 10.1109/tap.2014.2334356.
[20]. X. M. Pan, M. J. Gou, and X. Q. Sheng, 「Prediction of radiation pressure force exerted on moving particles by the two-level skeletonization,」 Opt. Express, vol. 22, no. 8, pp. 10032–10045, Apr. 2014, doi: 10.1364/oe.22.010032.
[21]. H. W. Gao, J. W. Hao, X. M. Pan, and X. Q. Sheng, 「Application of Interpolative Decomposition to FE-BI-MLFMA for Fast Computation of Monostatic Scattering from 3-D Complex Composite Objects,」 IEEE Antennas and Wireless Propagation Letters, vol. 13, pp. 1490–1493, 2014, doi: 10.1109/lawp.2014.2341592.
[22]. X. M. Pan and X. Q. Sheng, 「Preconditioning Technique in the Interpolative Decomposition Multilevel Fast Multipole Algorithm,」 IEEE Transactions on Antennas and Propagation, vol. 61, no. 6, pp. 3373–3377, Jun. 2013, doi: 10.1109/tap.2013.2254450.
[23]. M. L. Yang, X. Q. Sheng, X. M. Pan, and W. C. Pi, 「A Concave FE-BI-MLFMA for Scattering by a Large Body With Nonuniform Deep Cavities,」 IEEE Transactions on Magnetics, vol. 48, no. 2, pp. 687–690, Feb. 2012, doi: 10.1109/tmag.2011.2174432.
[24]. X. M. Pan, J. G. Wei, Z. Peng, and X. Q. Sheng, 「A fast algorithm for multiscale electromagnetic problems using interpolative decomposition and multilevel fast multipole algorithm,」 Radio Sci., vol. 47, no. 1, p. RS1011, Feb. 2012, doi: doi:10.1029/2011RS004891.
[25]. X. M. Pan, W. C. Pi, M. L. Yang, Z. Peng, and X. Q. Sheng, 「Solving Problems With Over One Billion Unknowns by the MLFMA,」 IEEE Trans. Antennas Propag., vol. 60, no. 5, pp. 2571–2574, May 2012, doi: 10.1109/tap.2012.2189746.
[26]. X. M. Pan, W. C. Pi, and X. Q. Sheng, 「ON OPENMP PARALLELIZATION OF THE MULTILEVEL FAST MULTIPOLE ALGORITHM,」 Progress in Electromagnetics Research-Pier, vol. 112, pp. 199–213, 2011, doi: 10.2528/pier10120802.
[27]. X. M. Pan and X. Q. Sheng, 「General and efficient parallel approach of finite element-boundary integral-multilevel fast multipole algorithm,」 Journal of Systems Engineering and Electronics, vol. 19, no. 2, pp. 207–212, Apr. 2008.
[28]. X. M. Pan and X. Q. Sheng, 「A Sophisticated parallel MLFMA for scattering by extremely large targets,」 IEEE Antennas and Propagation Magazine, vol. 50, no. 3, pp. 129–138, Jun. 2008, doi: 10.1109/map.2008.4563583.
[29]. X. M. Pan and X. Q. Sheng, 「A highly efficient parallel approach of multi-level fast multipole algorithm,」 Journal of Electromagnetic Waves and Applications, vol. 20, no. 8, pp. 1081–1092, 2006, doi: 10.1163/156939306776930321.
研究成果
作為課題負責人承擔了10餘項國家級課題，包括4項國家自然科學基金和多項JW/ZF課題。作為子課題負責人或骨幹參與了20餘項國家級課題，包括973，GF973，國家自然基金群體項目和重大、重點項目等課題。獲得北京市科學技術獎一等獎(序3)。入選教育部新世紀優秀人才支持計劃和北京市優秀人才培養資助計劃。以第一作者/通訊作者身份發表SCI論文30餘篇，其中10餘篇論文發表於本領域頂級雜誌，如《IEEE Transactions on Antennas and Propagation》等。
主持課題
國家自然科學基金
1) 深度學習驅動的複雜目標電磁散射與逆散射算法研究（2022-2025）
2) 表面等離激元、光學熱與力等多物理場的快速仿真算法（2018-2021）
3) 基於數據稀疏特性的電磁積分方程快速算法研究（2014-2017）
4)良態電場積分方程離散、性態及高效算法研究（2010-2012）
JK
1) 重點基金：****散射特性建模 (2022-2025)
2) 重點基金：*****研究*** （2019-2022）
3) 一般基金：多物理場效應計算方法（2018-2020）
榮獲獎項
1. 2012年，教育部新世紀優秀人才支持計劃
2. 2012年，北京市優秀人才培養資助計劃
3. 2009年，榮獲北京市科學技術獎，序3
4. 2021年，國際學術獎，International Applied Computational Electromagnetics Society (ACES-China) Symposium Best Paper，通訊作者
5. 2019年，國際學術獎，Applied Computational Electromagnetics Society Symposium-China Student Modeling Contest，指導教師
6. 2018年，國際學術獎， IEEE International Conference on Computational Electromagnetics Best Paper，通訊作者
7. 2016年，國際學術獎，IEEE Antennas and Propagation Ulrich L. Rohde Innovative Conference Paper Award on Computational Techniques in Electromagnetics，通訊作者
學術兼職
IEEE會員，中國電子學會高級會員，雷達學報期刊編委，《ACES Journal》SCI雜誌客座編輯，10餘次擔任國際會議擔任技術委員會共主席、特別分會組委會共主席等 [1]