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.
Show all publications
  • 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
  • Maximilian Schier, Lea Richtmann, Christian Staufenbiel, Tobias Schmale, Daniel Borcherding, Michèle Heurs, Bodo Rosenhahn
    Reinforcement learning for ion shuttling on trapped-ion quantum computers
    arXiv quant-ph, Vol. 2605, No. 22463, May 2026
  • Bodo Rosenhahn, Christoph Hirche
    Quantum Normalizing Flows for Anomaly Detection
    Physical Review A, American Physical Society, Vol. 110, No. 2, p. 022443, August 2024