所属研究所、院系:
数据科学研究所

职称:
副教授

E-mail:
wangtao29@mail.sysu.edu.cn

办公地点:
学院A216

个人主页: http://dpcms8.sysu.edu.cn/sdcs-live1/content/4365



教师简介:
汪涛博士，2006年毕业于中国科学技术大学少年班学院，获得数学与应用数学学士学位。之后赴美国宾夕法尼亚州立大学数学系攻读博士研究生，于2011年获得数学博士学位。从2012年开始，在美国康奈尔大学电气与计算机工程学院工作六年有余。2018年起担任中山大学(数据科学与)计算机学院副教授、博士生导师。在数学建模、理论分析、工程计算、优化控制等方面拥有多年研究积累，积极拓展大数据分析与深度学习等知识技术，及其在电气工程、灾害控制、口腔医学等领域中应用。
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[本科/硕士/博士招生通告] 有意保送或报考中山大学硕士生和博士生的同学，以及对科研有较强兴趣的本科生，欢迎与本人联系加入实验室，来信请附上 "个人简历" 以及本科/硕士期间 "成绩单"，以供参考。此外，近年也推荐同学获得中国科学院、苏黎世联邦理工、帝国理工、哥伦比亚大学、芝加哥大学、约翰霍普金斯大学等单位的读研与深造机会。

研究领域:
大数据分析、人工智能、工程计算、优化控制、电气工程、灾害控制、口腔医学等.

教育背景:
2006.08-2011.08，美国宾夕法尼亚州立大学数学系，数学/博士;
2002.09-2006.07，中国科学技术大学少年班学院，数学与应用数学/学士;

工作经历:
2018.09 至今，中山大学(数据科学和)计算机学院，副教授、博士生导师、中山大学“****”引进人才;

海外经历:
2012.02-2018.09，美国康奈尔大学，访问科学家及博士后研究员;
2011.10-2011.12，美国宾夕法尼亚立大学，博士后研究助理;

科研项目:
2020-2021，省重点领域研发计划"芯片、软件与计算"重大专项项目；
2020-2023，三大建设超算培育专项重大应用领域研究专题；

主要学术兼职:
IEEE-PES数字电网技术委员会(中国)，常务理事;
中国仿真技术产业联盟，理事单位代表及联盟理事;

教授课程:
2020年秋，《数学分析I》，72学时;
2021年春，《数值计算方法》，72学时;

代表性论著:
(I) FFHE/"风和"数值方法体系及其高性能算法研究
- Tao?Wang and H. D. Chiang, Theoretical study of non-iterative holomorphic embedding methods for solving nonlinear power flow equations: Algebraic property,?IEEE?Transactions on Power Systems, To appear, DOI: 10.1109/TPWRS.2020.**.?(中科院一区/Top期刊论文，通作)
- Tao?Wang and H. D. Chiang, On the holomorphic and conjugate properties for?holomorphic embedding methods for solving?power flow equations,?IEEE?Transactions on Power Systems, vol.35, no.4, pp.2506-2515, 2020.?(中科院一区/Top期刊论文，通作)
- H. D. Chiang, Tao?Wang, and H. Sheng, A novel fast and flexible?holomorphic embedding method for power flow problems, IEEE?Transactions on Power Systems, vol.33, no.3, pp.2551-2562, 2018.?(中科院一区/Top期刊论文，通作)
# H. D. Chiang and Tao Wang, Processing platform with holomorphic embedding functionality for power control and other applications, Publ. No.?US A1, Feb. 13, 2020. (发明专利)
# H. D. Chiang, B. Wang, Tao Wang, R. Tanabe, Smart power?flow solvers for smart power grids, Publ. No.?US A1, Jun 22, 2017. (发明专利)?
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(II) SAWDI/"硕岱"蔓延控制分析及自动仿真调度系统研究
- Tao Wang, An equivalence theorem on minimum sheltering speed?for non-convex habitats,?Set-Valued and Variational Analysis, vol.26, pp.531-560, 2018.
- Tao?Wang, Dynamic sheltering problems and an existence?theorem for admissible strategies,?Set-Valued and Variational?Analysis, vol.22, pp.391-446, 2014.
- Tao Wang, Optimality conditions for a blocking strategy?involving delaying arcs, Journal of Optimization Theory and?Applications, vol.152, pp.307-333, 2012.
- A. Bressan and Tao Wang, On the optimal strategy for an?isotropic blocking problem, Calculus of Variations and Partial?Differential Equations, vol.45, pp.125-145, 2012.?
- A. Bressan and Tao?Wang, Global optimality conditions for a?dynamic blocking problem, ESAIM: Control, Optimisation and?Calculus of Variations, vol.18,?pp.124-156, 2012.?
- A. Bressan and Tao Wang, Equivalent formulation and numerical?analysis of a fire confinement problem, ESAIM: Control,?Optimisation and Calculus of Variations, vol.16,?pp.974-1001, 2010.?
- A. Bressan and Tao Wang, The?minimum speed for a blocking problem on the half plane,?Journal of Mathematical Analysis and Applications, vol.356, pp.133-144, 2009.
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(III) 其他电力仿真、数据分析、最优化等研究
- H.?Cai, K.?Hamm, L.?Huang, J.?Li, and Tao Wang, Rapid robust principal component analysis: CUR accelerated inexact low rank estimation,?IEEE Signal Processing Letters, To appear, DOI: 10.1109/LSP.2020.**. (共同一作)
- Y. F. Zhang, H. D. Chiang, and Tao Wang, A novel Trust-Tech-enabled Trajectory-Unified methodology for computing multiple optimal solutions of constrained nonlinear optimization: Theory and computation,?IEEE Transactions on Systems Man and Cybernetics: Systems, To appear, DOI: 10.1109/TSMC.2020.**.?(中科院二区/Top期刊论文)
- H. D. Chiang and Tao?Wang, On the existence of and lower bounds for the number of optimal power flow solutions,?IEEE?Transactions on Power Systems,?vol.34, no.3, pp.1116-1126, 2019.?(中科院一区/Top期刊论文，通作)
- H. D. Chiang and Tao?Wang, Novel homotopy theory for nonlinear networks?and systems and its applications to electrical grids, IEEE?Transactions on Control of Network Systems, vol.5 no.3, pp.1051-1060, 2018.?(中科院二区/Top期刊论文, 通作)
- L. X. Huang and Tao Wang, On the number of neighbors?in normal tiling, SIAM Journal of Discrete Mathematics,?vol.31, no.1, pp.240-253, 2017.?(通作)
- X. Z. Wang, Tao?Wang, H. D. Chiang and J. H. Wang, A?framework for dynamic stability analysis of power systems with?volatile wind power, IEEE Journal on Emerging and Selected?Topics in Circuits and Systems, vol.7, no.3, pp.422-431, 2017.?(中科院二区期刊论文)
- Tao Wang and H. D. Chiang, On the number of unstable equilibrium points on?spatially-periodic stability boundary, IEEE Transactions on?Automatic Control, vol.61, no.9, pp.2553-2558, 2016.?(中科院二区/Top期刊论文，通作)
- Tao Wang and H. D. Chiang, On the number of system separations in?electric power systems, IEEE Transactions on Circuits and?Systems, I, vol. 63, no. 5, pp.661-670, 2016.?(中科院二区期刊论文，通作)
- H. D. Chiang and Tao Wang,?On the number and types of unstable equilibria in nonlinear?dynamical systems with uniformly-bounded stability regions, IEEE Transactions on Automatic Control, vol. 61, no. 2,?pp.485-490, 2016.?(中科院二区/Top期刊论文，通作)
- X. Z. Wang, H. D. Chiang, J. H. Wang, H. Liu and Tao Wang, Long-term?stability analysis of power systems with wind power based on?stochastic differential equations: model development and?foundations, IEEE Transactions on Sustainable Energy,?vol.6, no.4, pp.1534-1542, 2015.?(中科院一区/Top期刊论文)
- Tao Wang and H. D. Chiang,?Neighboring stable equilibrium points in spatially-periodic?nonlinear dynamical systems: Theory and applications, IEEE?Transactions on Automatic Control, vol.60, no.9,?pp.2390-2401, 2015.?(中科院二区/Top期刊论文，通作)
- H. D. Chiang and Tao Wang, A novel Trust-Tech?guided Branch-and-Bound method for nonlinear integer programming,?IEEE Transactions on Systems, Man, and Cybernetics: Systems,?vol.45, no.10, pp.1361-1372, 2015.?(中科院二区/Top期刊论文，通作)
- Tao Wang and H. D. Chiang, On the global convergence of a?class of homotopy methods for nonlinear circuits and systems, IEEE Transactions on Circuits and Systems II, vol.61,?no.11, pp.900-904, 2014.?(通作)
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