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Publikationen von Eva Dierkes

Zeitschriftenartikel (1)

  1. E. Dierkes, C. Offen, S. Ober-Blöbaum, K. Flaßkamp.
    Hamiltonian neural networks with automatic symmetry detection.
    Chaos: an Interdisciplinary Journal of Nonlinear Science, 33(6), 2023.

    DOI: 10.1063/5.0142969

Tagungsbeiträge (4)

  1. E. Dierkes, F. Jung, C. Büskens.
    Data-based models of drive technology for automation in automotive production.
    GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
    Proceedings in Applied Mathematics & Mechanics, 20(1), WILEY-VCH, 2021.

    DOI: 10.1002/pamm.202000286

  2. E. Dierkes, C. Meerpohl, K. Flaßkamp, C. Büskens.
    Estimation and Mapping of System-Surface Interaction by Combining Nonlinear Optimization and Machine Learning.
    Third IFAC Conference on Modelling, Identification and Control of Nonlinear Systems, 15.09-17.09.2021.

    DOI: 10.1016/j.ifacol.2021.10.342

  3. E. Dierkes, K. Flaßkamp.
    Learning Hamiltonian Systems considering System Symmetries in Neural Networks.
    The 7th IFAC Workshop on Lagrangian and Hamiltonian Methods for Nonlinear Control, 11.10-13.10.2021, Berlin, Deutschland.

    DOI: 10.1016/j.ifacol.2021.11.080

  4. E. Dierkes, K. Flaßkamp.
    Learning Mechanical Systems by Hamiltonian Neural Networks.
    GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
    Proceedings in Applied Mathematics & Mechanics, 21(1), WILEY-VCH, 2021.

    DOI: 10.1002/pamm.202100116