| Revealing drivers and risks for power grid frequency stability with explainable AI J Kruse, B Schäfer, D Witthaut Patterns 2 (11), 100365, 2021 | 52 | 2021 |
| Open database analysis of scaling and spatio-temporal properties of power grid frequencies L Rydin Gorjão, R Jumar, H Maass, V Hagenmeyer, GC Yalcin, J Kruse, ... Nature communications 11 (1), 6362, 2020 | 46 | 2020 |
| Predictability of power grid frequency J Kruse, B Schäfer, D Witthaut IEEE access 8, 149435-149446, 2020 | 25 | 2020 |
| Secondary control activation analysed and predicted with explainable AI J Kruse, B Schäfer, D Witthaut Electric power systems research 212, 108489, 2022 | 16 | 2022 |
| Exploring deterministic frequency deviations with explainable AI J Kruse, B Schäfer, D Witthaut 2021 IEEE International Conference on Communications, Control, and Computing …, 2021 | 16 | 2021 |
| Pre-processed power grid frequency time series J Kruse, B Schäfer, D Witthaut Zenodo https://doi. org/10.5281/zenodo 3744121, 2020 | 5 | 2020 |
| Self-localization of Bose–Einstein condensates in optical lattices J Kruse, R Fleischmann Journal of Physics B: Atomic, Molecular and Optical Physics 50 (5), 055002, 2017 | 5 | 2017 |
| Predicting dynamic stability from static features in power grid models using machine learning M Titz, F Kaiser, J Kruse, D Witthaut Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (1), 2024 | 4 | 2024 |
| Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI S Pütz, B Schäfer, D Witthaut, J Kruse Energy Informatics 5 (Suppl 4), 46, 2022 | 4 | 2022 |
| Physics-Informed Machine Learning for Power Grid Frequency Modeling J Kruse, E Cramer, B Schäfer, D Witthaut PRX energy 2 (4), 043003, 2023 | 3* | 2023 |
| Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence S Pütz, J Kruse, D Witthaut, V Hagenmeyer, B Schäfer Companion Proceedings of the 14th ACM International Conference on Future …, 2023 | | 2023 |
| Machine learning of power grid frequency dynamics and control: prediction, explanation and stochastic modelling J Kruse Universität zu Köln, 2023 | | 2023 |
Dirk WitthautForschungszentrum JülichVerified email at fz-juelich.de
