Dirk Witthaut
Orcid: 0000-0002-3623-5341
According to our database1,
Dirk Witthaut
authored at least 39 papers
between 2004 and 2024.
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On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
SoftwareX, July, 2023
jumpdiff: A <i>Python</i> Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets.
J. Stat. Softw., 2023
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows.
CoRR, 2023
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI.
CoRR, 2023
Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence.
CoRR, 2023
IEEE Access, 2023
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence.
Proceedings of the Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023
Dual Communities Characterize Structural Patterns and Robustness in Leaf Venation Networks.
Proceedings of the Complex Networks & Their Applications XII, 2023
2022
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI.
Energy Inform., 2022
Comput. Phys. Commun., 2022
Understanding electricity prices beyond the merit order principle using explainable AI.
CoRR, 2022
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning.
CoRR, 2022
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows.
CoRR, 2022
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe.
CoRR, 2022
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid.
IEEE Access, 2022
IEEE Access, 2022
2021
Patterns, 2021
Entropy, 2021
Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid.
CoRR, 2021
Universal Statistics of Redistribution Factors and Large Scale Cascades in Power Grids.
IEEE Access, 2021
Proceedings of the IEEE International Conference on Communications, 2021
2020
2018
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018
How Decentral Smart Grid Control Limits Non-Gaussian Power Grid Frequency Fluctuations.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018
2017
2016
2015
2004
nestor Materialien 2, 2004
Quantum Inf. Comput., 2004