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Machine Learning for and through Quantum Information

TNT members involved in this project:
Jun.-Prof. Christoph Hirche
Prof. Dr.-Ing. Bodo Rosenhahn
Maximilian Schier, M. Sc.
Recent Publications
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  • Maximilian Schier, Lea Richtmann, Christian Staufenbiel, Tobias Schmale, Daniel Borcherding, Michèle Heurs, Bodo Rosenhahn
    Reinforcement learning for ion shuttling on trapped-ion quantum computers
    Phys. Rev. Res., American Physical Society, Vol. 8, No. 3, September 2026
    (arXiv.org Preprint, Published Version, GitHub) BibTeX
  • Bodo Rosenhahn, Tobias Osborne, Christoph Hirche
    Stochastic neural networks for quantum devices
    Quantum Machine Intelligence, Springer Nature, Vol. 8, No. 98, pp. 1-17, September 2026, edited by Giovanni Acampora
    (pdfLink, DOI) BibTeX
  • Bodo Rosenhahn, Christoph Hirche
    Quantum Normalizing Flows for Anomaly Detection
    Physical Review A, American Physical Society, Vol. 110, No. 2, p. 022443, August 2024
    (arXiv.org, DOI) BibTeX
Last changed: 2026-10-08