林文伟

教授

Email: wwlin _at_ outlook.com
科学计算，数值分析，最优化：理论及算法，计算几何及应用，计算混沌系统
Office No.: R1501

个人简介

林文伟教授是上海数学与交叉学科研究院（SIMIS）的教授和联合创始人之一。在加入SIMIS之前，他是台湾阳明交通大学的终身讲座教授和博士生导师，及南京应用数学中心的常务副主任。他于 1986 年在德国比勒费尔德大学（Bielefeld University）获得数学博士学位。

林教授长期从事包括大规模矩阵计算与优化、用于纳米研究和准晶体的快速保结构加倍算法、Maxwell 方程的高性能计算方法、在图像处理和生成网格中应用的 3D 保度计算几何，以及混沌加密系统等领域的研究。他在包括 SIMAX、SISC、SIIMS、SINUM、NM、MC、JCP、IP、CPC、ACM TOMS、PNAS 等领先期刊上发表了 220 多篇论文，并在 SIAM Foundations of Algorithms 系列中出版了一部学术专著。

教育经历

  • 1980 - 1985 博士，应用数学，德国比勒费尔德大学，导师：Ludwig Elsner 教授博士
  • 1976 - 1978 硕士，数学，台湾清华大学
  • 1972 - 1976 学士，应用数学，台湾政治大学

工作经历

  • 1985 - 1986, 比勒费尔德大学应用数学系博士后
  • 1986 - 1991, 台湾清华大学应用数学研究所副教授
  • 1991 - 1996, 台湾清华大学应用数学研究所教授
  • 1996 - 2008, 台湾清华大学数学系教授
  • 2005 - 2006, 台湾清华大学自然科学教授
  • 2006 - 2008, 台湾清华大学数学讲座教授
  • 2008 - 2010, 台湾阳明交通大学应用数学系讲座教授
  • 2010 - 2012, 台湾大学数学系特聘教授
  • 2015 - 2022, 台湾阳明交通大学应用数学系主任
  • 2015 - 2023, 台湾阳明交通大学丘成桐中心执行主任
  • 2023 - 2025, 南京应用数学中心常务副主任
  • 2012 - 至今, 台湾阳明交通大学应用数学系终身讲座教授
  • 2025 – 至今, 上海数学与交叉学科研究院教授

    荣誉和获奖

    • 1995 年和 2002 年分别获得台湾科技部门杰出研究奖
    • 1999年获得中山学术基金会杰出研究奖
    • 2004 年获得台湾教育部门学术奖
    • 2007 年获得台湾教育部门讲座奖
    • Distinguished Alumni of National Chengchi University (2018)
    • 2019 年获得第八届世界华人数学家大会陈省身奖
    • TWSIAM Fellow (Since 2021)

    论著

    Previous Relevant Research Work:

    1. Z. Zhu, H. Wang T. Li, T.-M. Huang, H. Yang, Z. Tao, J. Zhou, S. Chen, Z.-H. Tan, M. Ye, Z. Zhang, F. Li, D. Liu, J. Lu, W. Zhang, X. Li, Q. Chen, Z. Jiang, F. Chen, X. Zhang, W.-W. Lin, S.-T. Yau, B. Zhang, OMT and tensor SVD based deep learning model for segmentation and predicting genetic markers of glioma: a multicenter study, Proc. Natl. Acad. Sci. USA, (2025), 122 (28) e2500004122.
    2. T.-M. Huang, W.-H. Liao, W.-W. Lin, M.-H. Yueh, and S.-T. Yau, Convergence Analysis of Volumetric Stretch Energy Minimization and its Associated Optimal Mass Transport, SIAM Image Sci., 16(3), (2023), 1825-1855.
    3. Li Wang, R.-C. Li, and W.-W. Lin, Multiview Orthonormalized Partial Least Squares: Regularizations and Deep Extensions, IEEE Trans. Neur. Networks & Learn. Syst., (2021), 1-15.
    4. Y.-C. Kuo, W.-W. Lin, M.-H. Yueh, and S.-T. Yau, Convergent Conformal Energy Minimization for the Computation of Disk Parameterizations, SIAM Imag. Sci., 14(4), (2021), 1790–1815.
    5. M.-H. Yueh, T. Li, W.-W. Lin, and S.-T. Yau, A New Efficient Algorithm for Volume-Preserving Parameterizations of Genus-One 3-Manifolds, SIAM Imag. Sci., Vol 13, Issue 3, (2020), 1536-1564.
    6. Y.-C. Kuo, W.-W. Lin, and S.-F. Shieh, A Structure Preserving Flow for Computing Hamiltonian Matrix Exponential, Numer. Math., Vol. 143, Issue 3, (2019), 555-582.
    7. T.-M. Huang, T. Li, R.-L. Chern, and W.-W. Lin, Electromagnetic Field Behavior of 3D Maxwell’s Equation for Chiral Media, J. Comp. Phys. Vol 379, (2019), 118-131.
    8. Z.-C. Guo, E.-K.-W. Chu, and W.-W. Lin, Doubling Algorithm for the Discretized Bethe-Salpeter Eigenvalue Problem, Math. Comp., Vol 88, (2019), 2325-2350.
    9. Y.-C. Kuo, W.-W. Lin, and S.-F. Shieh, Structure-Preserving Flows of Sympletic Matrix Pairs, SIAM Matrix Anal. Appl., Vol. 37, No. 3, (2016), 976–1001.
    10. C.-S. Liu, C.-H. Guo, and W.-W. Lin, A Positivity Preserving Inverse Iteration for Finding the Perron Pair of an Inreducible Nonnegative Third Order Tensor, SIAM Matrix Anal. Appl., Vol. 37, No. 3, (2016), 911–932.
    11. T.-M. Huang, W.-W. Lin, and V. Mehrmann, A Newton-Type Method with Non-equivalence Deflation for Nonlinear Eigenvalue Problems Arising in Photonic Crystal Modeling, SIAM Sci. Comp. Vol. 38, No. 2, (2016), B191-B218.
    12. Z. Jia, W.-W. Lin, and C.-S. Liu, A Positivity Inexact Noda Iteration for Computing the Smallest Eigenpair of a Large Irreducible M-Matrix, Numer. Math., Vol. 130, No.4, (2015), 645-679.
    13. Y.-L. Huang, T.-M. Huang, W.-W. Lin and W.-C. Wang, A Null Space Free Jacobi-Davidson Iteration for Maxwell’s Operator, SIAM Sci. Comp., Vol. 37, No. 1, (2015), A1-A29.
    14. Z. Jia, W.-W. Lin, and C.-S. Liu, A Positivity Inexact Noda Iteration for Computing the Smallest Eigenpair of a Large Irreducible M-Matrix, Numer. Math., Vol. 130, No.4, (2015), 645-679.
    15. T.-M. Huang, H.-E. Hsieh, W.-W. Lin and W. Wang, Eigendecomposition of the Discrete Double-Curl Operator with Application to Fast Eigensolver for Three Dimensional Photonic Crystals, SIAM Matrix Anal. Appl., Vol. 34, No. 2, (2013), 369-391.
    16. C.-H. Guo, Y.-C. Kuo and W.-W. Lin, On a Nonlinear Matrix Equation Arising in Nano Research, SIAM Matrix Anal. Appl., Vol. 33,(2012), 235-262.
    17. C.-H. Guo and W.-W. Lin, The Matrix Equation X + ATX-1A = Q and its Application in Nano Research, SIAM Sci. Comp., Vol. 5 (2010), 3020-3038.
    18. R.-C. Li, W.-W. Lin and C.-S. Wang, Structured Backward Error for Palindromic Polynomial Eigenvalue Problems, Numer. Math., Vol. 116, No. 1 (2010), 95-122.
    19. D. Chu, M. Chu and W.-W. Lin, Quadratic Model Updating with Symmetry, Positive Definiteness, and No Spill-Over, SIAM Matrix Anal. Appl., Vol. 31, No. 2 (2009), 546-564.
    20. D.L. Chu, W.-W. Lin, and R.C.E. Tan, A Numerical Method for a Generalized Algebraic Riccati Equation, SIAM Control Optim., Vol. 45, No. 4 (2006), 1222-1250.
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