Items where Author is "Schäfer, Frank"
Number of items: 7. ArticleArnold, Julian and Schäfer, Frank. (2022) Replacing Neural Networks by Optimal Analytical Predictors for the Detection of Phase Transitions. Physical Review X, 12 (3). 031044. 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. 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. 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 Lörch, Niels. (2019) Vector field divergence of predictive model output as indication of phase transitions. Physical review E, 99 (6). 062107. ThesisSchäfer, Frank. Scientific Machine Learning for the Automated Discovery of Quantum Control Schemes and Phase Diagrams. 2022, Doctoral Thesis, University of Basel, Faculty of Science. |
