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Personal profile

Research profile

Michiel Hochstenbach received his PhD degree in mathematics in 2003 at Utrecht University, The Netherlands, in the group of Henk van der Vorst. After a brief postdoc position at Düsseldorf University he became an Assistant Professor at Case Western Reserve University in Cleveland, Ohio. He spent a sabbatical at ULB Brussels. In 2006 he moved to the Department of Mathematics at Eindhoven University of Technology, where he is currently an Associate Professor in the Center of Analysis, Scientific Computing and Application. His research interests include numerical linear algebra, ill-posed and inverse problems, numerical analysis, scientific computing, and numerical algorithms and software. Michiel has been awarded an NSF grant in the US (2004-2007) as well as an NWO Vidi research grant in The Netherlands (2012-2017). He received several best paper awards, and is member of the editor board of various journals. He is advisor or co-advisor of several PhD students, who have won best paper awards themselves.

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Research Output

Fixing nonconvergence of algebraic iterative reconstruction with an unmatched backprojector

Dong, Y., Hansen, P. C., Hochstenbach, M. E. & Brogaard Riis, N. A., 1 Jan 2019, In : SIAM Journal on Scientific Computing. 41, 3, p. A1822-A1839 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

  • 1 Citation (Scopus)

    Solving singular generalized eigenvalue problems by a rank-completing perturbation

    Hochstenbach, M. E., Mehl, C. & Plestenjak, B., 5 Sep 2019, In : SIAM Journal on Matrix Analysis and Applications. 40, 3, p. 1022-1046 25 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • Subspace methods for three-parameter eigenvalue problems

    Hochstenbach, M. E., Meerbergen, K., Mengi, E. & Plestenjak, B., 2 Jul 2019, In : Numerical Linear Algebra with Applications. 26, 4, 22 p., e2240.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 1 Downloads (Pure)

    Krylov-Schur-Type restarts for the two-sided arnoldi method

    Zwaan, I. N. & Hochstenbach, M. E., 2017, In : SIAM Journal on Matrix Analysis and Applications. 38, 2, p. 297-321 25 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 1 Citation (Scopus)

    Multidirectional subspace expansion for one-parameter and multiparameter Tikhonov regularization

    Zwaan, I. N. & Hochstenbach, M. E., 1 Mar 2017, In : Journal of Scientific Computing. 70, 3, p. 990–1009 20 p.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 2 Citations (Scopus)
    57 Downloads (Pure)

    Prizes

    NWO Vidi Award : Rapid matrix methods

    M.E. Hochstenbach (Recipient), 2011

    Prize: NWOVidiScientific

  • Courses

    Calculus variant 2

    1/09/11 → …

    Course

    Linear algebra and applications

    1/09/17 → …

    Course

    Mathematics 1

    1/09/12 → …

    Course

    Non-linear optimization

    1/09/15 → …

    Course

    Optimization

    1/09/15 → …

    Course

    Student theses

    Approximation of inverses of BTTB matrices: for preconditioning applications

    Author: Schneider, F., 30 Jan 2017

    Supervisor: Hochstenbach, M. (Supervisor 1), Pisarenco, M. (External coach) & Haasdonk, B. (External person) (External coach)

    Student thesis: Master

    File

    Beeld-deblurring

    Author: van Koot, K., 2011

    Supervisor: Hochstenbach, M. (Supervisor 1)

    Student thesis: Bachelor

    File

    Beeldverscherping: een vergelijking tussen Tikhonov en l1-norm regularisatie aan de hand van FISTA

    Author: Dural, A., 26 Feb 2018

    Supervisor: Hochstenbach, M. (Supervisor 1)

    Student thesis: Bachelor

    File

    Digit recognition using linear algebra and deep learning

    Author: Hofsté, M., 4 Jul 2019

    Supervisor: Hochstenbach, M. (Supervisor 1)

    Student thesis: Bachelor

    File