龚荣芳，南京航空航天大学数学学院，教授，博士生导师，担任CSIAM反问题与成像专委会委员、中国仿真学会不确定性系统分析与仿真专委会委员、江苏省计算数学分会常务理事。研究方向为医学成像、图像处理、参数识别和最优控制等数学物理反问题的正则化理论与数值方法，反问题的深度学习算法。先后主持完成国家自然科学基金青年和面上项目、科技部高端外国专家项目、中国博士后基金、江苏省自然科学基金等项目，参与完成国家自然科学基金面上项目和“LJ”两机专项各1项，现参与国家自然科学基金面上项目1项。在Numerische Mathematik、Inverse Problems、Inverse problems and Imaging、Communications in Computational Physics等期刊上发表SCI论文36篇。

先后讲授《高等数学II》、《高等数学（飞行员）》、《数值分析》、《计算方法》、《Numerical Analysis》、《Advanced Numerical Analysis》等本科生、研究生和留学生课程。第一作者发表教学论文3篇，出版工信部“十四五”规划教材1部，参与建设省一流课程2门，主持省教育厅教改项目1项，作为主要参与人员参加教育部教指委新形态教材项目1项、校“智能计算”微专业教改项目1项。2022年获校教学优秀奖二等奖，2024年获校教学管理先进个人。指导近百名学生参加各类数学建模竞赛，其中30多人次获国家级奖项。

论文列表

[38] Rongfang Gong, Qianqian Wu, Chunxiao Chen, Wei Gong, Jun Shen, A coupled complex boundary method based shape optimal algorithm for the bioluminescence tomography of the diffusion equation, preprint.

[37] Rongfang Gong, Xiaohui Liu, A Tikhonov regularization method for Cauchy problem of the Helmholtz equation based on a new relaxation model, submitted.

[36] Liang Wang, Chunxiao Chen*, Yueyue Xiao, Rongfang Gong, Jun Shen, Ming Lu*, Rotating electric Field in glioblastoma Therapy: a novel multi-objective node adaptive optimization algorithm in TTFields, Computers and Electrical Engineering, 123(C): 110223, 2025.

[35] Ming-Hui Ding, Rongfang Gong, Hongyu Liu, Catharine W. K. Lo*, Determining sources in the bioluminescence tomography problem, Inverse Problems, 40: 125022, 2024.

[34] 龚荣芳，黄麟雅，朱旗，李胜荣，基于图学习的缺失脑网络生成及多模态融合诊断方法，数据采集与处理，39(4): 843-862, 2024. 

[33] Liang Wang, Chunxiao Chen*, Yueyue Xiao, Rongfang Gong, Jun Shen, Ming Lu*, Personalized optimization strategy for electrode array layout in TTFields of glioblastoma, International Journal for Numerical Methods in Biomedical Engineering, DOI: 10.1002/cnm.3859, 2024. 

[32] Jun Shen, Rongfang Gong, Chunxiao Chen*, Liang Wang, Zhe Lin, Catharine W.K. Lo* and Ming Lu*, Tumor treating fields: modelling and a numerical algorithm, Communications on Analysis and Computation, 2(2): 159-179, 2024. 

[31] Rongfang Gong, Xinran Liu, Jun Shen, Chunlong Sun*, Qin Huang, Ye Zhang, Uniqueness and numerical inversion in bioluminescence tomography with time-dependent boundary measurement, Inverse Problems, 40: 075002, 2024.

[30] Chunxiao Chen*, Wang Liang, Yueyue Xiao, Zhe Lin, Rongfang Gong, Jun Shen, Improved WSO algorithm to optimize electrode array for the personalized treatment of liver cancer in TTFields, Biomedical Signal Processing and Control, 95: 106443, 2024. 

[29] Qin Huang, and Rongfang Gong*, Ye Zhang, A new second-order dynamical method for solving linear inverse problems in Hilbert spaces, Applied Mathematics and Computation, 473: 128642, 2024. 

[28] Qinghua Ran*, Xiaoliang Cheng, Rongfang Gong, Ye Zhang, A dynamical method for optimal control of the obstacle problem, Journal of Inverse and Ill-posed Problems, 31(4): 577-594, 2023. 

[27] Qin Huang, Rongfang Gong*, Qinian Jin, Ye Zhang, A Tikhonov regularization method for Cauchy problem based on a new relaxation model, Nonlinear Analysis: Real word Applications, 74: 103935, 2023. 

[26] Rongfang Gong, Min Wang, Qin Huang*, Ye Zhang, A CCBM-based generalized GKB iterative regularizing algorithm for inverse Cauchy problem, Journal of Computational and Applied Mathematics, 432: 115282, 2023.

[25] Xiaoliang Cheng, Rongfang Gong and Weimin Han*, On numerical approximation of optimal control for Stokes hemivariational inequalities, in book Deterministic and Stochastic Optimal Control and Inverse Problems by Baasansuren Jadamba, Akhtar A. Khan, Stanisław Migórski, Miguel Sama, Boca Raton: CSC Press: 61--76, 2021.

[24] Rongfang Gong, Bernd Hofmann, and Ye Zhang*, A new class of accelerated regularization methods, with application to bioluminescence tomography, Inverse Problems, 36: 355013, 35pp, 2020. 

[23] Ye Zhang and Rongfang Gong*, Second order asymptotical regularization methods for inverse problems in partial differential equations, Journal of Computational and Applied Mathematics, 375: 112798, 22p, 2020. 

[22] Rongfang Gong*, Peijun Yu, Qinian Jin, Xiaoliang Cheng and Weimin Han, Solving a nonlinear inverse Robin problem through a linear Cauchy problem, Applicable Analysis,  99(12): 2093-2114, 2020. 

[21] Xuan Zheng*, Xiaoliang Cheng, Rongfang Gong, A coupled complex boundary method for parameter identification in elliptic problems, International Journal of Computer Mathematics, 97: 998-1015, 2020.

[20] Rongfang Gong and Qin Huang*, Solving severely ill-posed linear systems with time discretization based iterative regularization methods, Transactions of Nanjing University of Aeronautics and Astronautics, 37(6): 979-994, 2020. 

[19] Ye Zhang*, Rongfang Gong, Marten Guliksson and Xiaoliang Cheng, A coupled complex boundary expanding compacts method for inverse source problems, Journal of Inverse and Ill-posed Problems, 27(1): 67-86, 2019. 

[18] Ye Zhang, Rongfang Gong*, Xiaoliang Cheng and Marten Guliksson, A dynamical regularization algorithm for solving inverse source problems of elliptic partial differential equations, Inverse Problems, 34(6): 065001, 31 pp, 2018.

[17] Rongfang Gong*,Xiaoliang Cheng and Weimin Han, A homotopy method for bioluminescence tomography, Inverse Problems in Sciences & Engineering, 26(3): 398--421, 2018.

[16] Xiaoliang Cheng, Guangliang Lin*, Ye Zhang, Rongfang Gong and Marten Guliksson, A modified coupled complex boundary method for an inverse chromatography problem, Journal of Inverse and Ill-posed Problems, 26(1): 1--17, 2017. 

[15] Rongfang Gong*, Xiaoliang Cheng and Weimin Han, A coupled complex boundary method for an inverse conductivity problem with one measurement, Applicable Analysis, 96(6): 869--885, 2017. 

[14] Rongfang Gong, Joseph Eichholz, Xiaoliang Cheng* and Weimin Han, Analysis of a numerical method for bioluminescence tomography governed by radiative transfer equation, Journal of Computational Mathematics, 34(6): 646--668, 2016. 

[13] Rongfang Gong*, Xiaoliang Cheng and Weimin Han, A new coupled complex boundary method for bioluminescence tomography, Communications in Computational Physics, 19(1): 226--250, 2016. 

[12] Xiaoliang Cheng and Rongfang Gong*, A coupled complex boundary method for the Cauchy problem, Inverse Problems in Sciences & Engineering, 24(9): 1510-1527, 2016. 

[11] Xiaoliang Cheng, Rongfang Gong* and Weimin Han, A new Kohn-Vogelius type formulation for inverse source problems, Inverse Problems and Imaging, 9(4): 1051-1067, 2015.

[10] Rongfang Gong* and Xiaoliang Cheng, An optimal finite element error estimate for an inverse problem in multispectral bioluminescence tomography, IMA Journal of Applied Mathematics, 80 (1): 115--134, 2015.

[9] Xiaoliang Cheng, Rongfang Gong*, Weimin Han and Xuan Zheng, A novel coupled complex boundary method for inverse source problems, Inverse Problems, 30(5): 055002, 20pp, 2014.

[8] Rongfang Gong*, Xiaoliang Cheng and Weimin Han, A fast solver for an optimization problem associated in bioluminescence tomography, Journal of Computational and Applied Mathematics, 267: 228--243, 2014. 

[7] Weimin Han, Rongfang Gong* and Xiaoliang Cheng, A general framework for integration of bioluminescence tomography and diffuse optical tomography, Inverse problems in Science & Engineering, 22(3): 458--482, 2014.

[6] Rongfang Gong*, Ge Wang, Xiaoliang Cheng and Weimin Han, A novel approach for studies of multispectral bioluminescence tomography, Numerische Mathematik, 115(4): 553--583, 2010. 

[5] Rongfang Gong*, Xiaoliang Cheng and Weimin Han, Bioluminescence tomography for media with spatially varying refractive index, Inverse Problems in Science & Engineering, 18(3): 295--312, 2010. 

[4] Rongfang Gong*, Xiaoliang Cheng and Weimin Han*, Theoretical analysis and numerical realization of bioluminescence tomography, Journal of Concrete and Applicable Mathematics, Special issue III: Applied mathematics and approximation theory, 8(3): 504--527, 2010.

[3] Rongfang Gong*, Ke Jiang and Lelin Sun, Dynamic domain decomposition method and it application on nonlinear problem, Wuhan University Journal of Natural Sciences, 15(1): 1--5, 2010.

[2] Xiaoliang Cheng, Rongfang Gong* and Weimin Han, Numerical approximation for bioluminescence tomography based on a new formulation, Journal of Engineering Mathematics, 63(1): 121--133, 2009. 

[1] Xiaoliang Cheng, Rongfang Gong* and Weimin Han, A new general mathematical framework for bioluminescence tomography, Computer Methods in Applied Mechanics and Engineering, 197(6): 524--535, 2008.

申请专利

[1] 谭慧俊, 汪昆, 刘雷, 黄河峡, 龚荣芳, 张悦, 孙姝, 李子杰, 郑高杰, 陈亮，一种进气道任意横截面气流畸变指数计算方法，审批号：20211175TH, 2021.

[2] 沈俊, 龚荣芳, 陈春晓, 王亮，基于坐标变换的粒子群算法优化电极片位置的方法及系统，审批号：20241314TH, 2024.