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2021

Schäfer, Frank and Sekatski, Pavel and Koppenhöfer, Martin and Bruder, Christoph and Kloc, Michal. (2021) Control of stochastic quantum dynamics by differentiable programming. Machine Learning: Science and Technology, 2 (3). 035004.

Arnold, J. and Schäfer, F. and Zonda, M. and Lode, A. U. J.. (2021) Interpretable and unsupervised phase classification. Physical Review Research, 3 (4). 033052.

2020

Greplova, Eliska and Valenti, Agnes and Boschung, Gregor and Schäfer, Frank and Lörch, Niels and Huber, Sebastian D.. (2020) Unsupervised identification of topological phase transitions using predictive models. New Journal of Physics, 22. 045003.

Schäfer, Frank and Kloc, Michal and Bruder, Christoph and Lörch, Niels. (2020) A differentiable programming method for quantum control. Machine Learning: Science and Technology, 1 (3). 035009.

Schäfer, Frank and Bastarrachea-Magnani, Miguel A. and Lode, Axel U. J. and de Forges de Parny, Laurent and Buchleitner, Andreas. (2020) Spectral Structure and Many-Body Dynamics of Ultracold Bosons in a Double-Well. Entropy, 22 (4). p. 382.

2019

Schäfer, Frank and Lörch, Niels. (2019) Vector field divergence of predictive model output as indication of phase transitions. Physical review E, 99 (6). 062107.