Publications

Patrick Egenlauf, Iva Březinová, Sabine Andergassen, und Miriam Klopotek. Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations. 2025. [PUMA: myown patrickegenlauf publist manybodyml physics machinelearning] URL

Patrick Egenlauf, und Miriam Klopotek. Coarse-graining non-equilibrium systems with machine learning: from conceptual challenges to new approaches. The EPS Forum, März 2024. [PUMA: machinelearning manybodyml myown patrickegenlauf physics posterlist]

Patrick Egenlauf, und Miriam Klopotek. Coarse-graining non-equilibrium systems with machine learning. DPG Spring Meetings 2024, März 2024. [PUMA: machinelearning manybodyml myown patrickegenlauf physics talklist]

Patrick Egenlauf, Patric Rommel, und Jörg Main. Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra. Machine Learning: Science and Technology, 01.03.2024. [PUMA: MachineLearning PatrickEgenlauf QuantumMechanics myown patrickegenlauf physics publist] URL