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Kim Knudsen

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Kim Knudsen

 https://orcid.org/0000-0002-4875-3074

  • Agnes Nielsens Vej, 303B, 106

    2800 Kgs. Lyngby

    Denmark

Personal profile

Other information

Post doc at University of Washington, Seattle, USA, 2004-2005

Research areas

Inverse problems for Partial Differential Equations, theory and numerical computations

Education/Academic qualification

PhD in Mathematics, Aalborg University

1999 → 2002

Cand. Scient Mathematics and Computer Science, Aalborg University

1994 → 1999

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Collaborations and top research areas from the last five years

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  • Deep learning based reconstruction methods for electrical impedance tomography

    Denker, A., Margotti, F., Ning, J., Knudsen, K., Nganyu Tanyu, D., Jin, B., Hauptmann, A. & Maass, P., 2025, Handbook of Numerical Analysis: Machine Learning Solutions for Inverse Problems: Part A. Elsevier, Vol. 26. p. 127-175 (Handbook of Numerical Analysis, Vol. 26).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  • Preface: Special issue on the Helsinki Speech Challenge 2024

    Knudsen, K. & Schlüter, H., 2025, In: Applied Mathematics for Modern Challenges. 6, p. i-ii

    Research output: Contribution to journal › Comment/debate › Research › peer-review

    Open Access
    File
    13 Downloads (Orbit)

  • Regularized inverse filtering and machine learning methods for speech enhancement - the Helsinki Speech Challenge 2024

    Chang, Y., Dyregaard, A., Holm, S. V., Jørgensen, M. J., Knudsen, K., Meisner-Jensen, K., Nielsen, C. D. & Nielsen, M. C., 2025, In: Applied Mathematics for Modern Challenges. 6, p. 45-59

    Research output: Contribution to journal › Journal article › Research › peer-review

  • A Bayesian approach for consistent reconstruction of inclusions

    Afkham, B. M., Knudsen, K., Rasmussen, A. K. & Tarvainen, T., 2024, In: Inverse Problems. 40, 28 p., 045004.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    248 Downloads (Orbit)

  • Feasibility of acousto-electric tomography

    Jensen, B., Kirkeby, A. & Knudsen, K., 2024, In: Inverse Problems. 40, 7, 18 p., 075007.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    33 Downloads (Orbit)
View all 36 publications
View all 19 projects
  • 1 Participating in or organising workshops, courses, seminars etc.

  • Hybrid data tomography

    Brander, T. O. (Organizer), Knudsen, K. (Organizer), Jensen, B. C. S. (Organizer) & Sherina, E. (Organizer)

    22 Jan 2018 → 26 Jan 2018

    Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.