Dirk Witthaut

According to our database, Dirk Witthaut authored at least 38 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Synchronized states of power grids and oscillator networks by convex optimization.

Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut

CoRR, 2024

2023

Emipy: An open-source Python-based tool to analyze industrial emissions in Europe.

Florian A. Overberg, Philipp C. Böttcher, Dirk Witthaut, Simon Morgenthaler

SoftwareX, July, 2023

jumpdiff: A <i>Python</i> Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets.

Leonardo Rydin Gorjão, Dirk Witthaut, Pedro G. Lind

J. Stat. Softw., 2023

Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows.

Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer

CoRR, 2023

Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI.

Maurizio Titz, Sebastian Pütz, Dirk Witthaut

CoRR, 2023

Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence.

Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer

CoRR, 2023

Stability Bounds of Droop-Controlled Inverters in Power Grid Networks.

Philipp C. Böttcher, Leonardo Rydin Gorjão, Dirk Witthaut

IEEE Access, 2023

Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs.

Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence.

Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer

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.

Philipp C. Böttcher, Franz Kaiser, Henrik Ronellenfitsch, Vito Latora, Dirk Witthaut

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI.

Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse

Energy Inform., 2022

MFDFA: Efficient multifractal detrended fluctuation analysis in python.

Leonardo Rydin Gorjão, Galib Hassan, Jürgen Kurths, Dirk Witthaut

Comput. Phys. Commun., 2022

Understanding electricity prices beyond the merit order principle using explainable AI.

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

CoRR, 2022

Physics-inspired machine learning for power grid frequency modelling.

Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut

CoRR, 2022

Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning.

Maurizio Titz, Franz Kaiser, Johannes Kruse, Dirk Witthaut

CoRR, 2022

Predicting the power grid frequency of European islands.

Thorbjørn Lund Onsaker, Heidi S. Nygård, Damià Gomila, Pere Colet, Ralf Mikut, Richard Jumar, Heiko Maaß, Uwe G. Kühnapfel, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer

CoRR, 2022

Understanding Braess' Paradox in power grids.

Benjamin Schäfer, Thiemo Pesch, Debsankha Manik, Julian Gollenstede, Guosong Lin, Hans-Peter Beck, Dirk Witthaut, Marc Timme

CoRR, 2022

Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows.

Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen

CoRR, 2022

Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe.

Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer

CoRR, 2022

Inferring Topology of Networks With Hidden Dynamic Variables.

Raoul Schmidt, Hauke Haehne, Laura Hillmann, Jose Casadiego, Dirk Witthaut, Benjamin Schäfer, Marc Timme

IEEE Access, 2022

Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid.

Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer

IEEE Access, 2022

Validation Methods for Energy Time Series Scenarios From Deep Generative Models.

Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen

IEEE Access, 2022

2021

Revealing drivers and risks for power grid frequency stability with explainable AI.

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut

Patterns, 2021

Arbitrary-Order Finite-Time Corrections for the Kramers-Moyal Operator.

Leonardo Rydin Gorjão, Dirk Witthaut, Klaus Lehnertz, Pedro G. Lind

Entropy, 2021

Secondary control activation analysed and predicted with explainable AI.

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut

CoRR, 2021

Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid.

Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer

CoRR, 2021

Universal Statistics of Redistribution Factors and Large Scale Cascades in Power Grids.

Franz Kaiser, Dirk Witthaut

IEEE Access, 2021

Exploring deterministic frequency deviations with explainable AI.

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut

Proceedings of the IEEE International Conference on Communications, 2021

2020

Predictability of Power Grid Frequency.

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut

IEEE Access, 2020

Data-Driven Model of the Power-Grid Frequency Dynamics.

Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schäfer

IEEE Access, 2020

2018

Isolating the Impact of Trading on Grid Frequency Fluctuations.

Benjamin Schäfer, Marc Timme, Dirk Witthaut

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.

Benjamin Schäfer, Dirk Witthaut, Marc Timme

Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017

Linear Optimal Power Flow Using Cycle Flows.

Jonas Hörsch, Henrik Ronellenfitsch, Dirk Witthaut, Tom Brown

CoRR, 2017

From State Estimation to Network Reconstruction.

Farnaz Basiri, Jose Casadiego, Marc Timme, Dirk Witthaut

CoRR, 2017

2016

Dual theory of transmission line outages.

Henrik Ronellenfitsch, Debsankha Manik, Jonas Hörsch, Tom Brown, Dirk Witthaut

CoRR, 2016

2015

A Dual Method for Computing Power Transfer Distribution Factors.

Henrik Ronellenfitsch, Marc Timme, Dirk Witthaut

CoRR, 2015

2004

Digitalisierung und Erhalt von Digitalisaten in deutschen Museen.

Dirk Witthaut, Andrea Zierer, Arno Dettmers, Stefan Rohde-Enslin

nestor Materialien 2, 2004

Relation between discrete and continuous teleportation using linear elements.

Dirk Witthaut, Michael Fleischhauer

Quantum Inf. Comput., 2004