Dirk Witthaut

54 papers Journal 45Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
A GPU-based Newton-Raphson Algorithm for Power Flow under Topology Changes.
OSMSES
Marc Hunkemöller, Dirk Witthaut, Lars Schewe, Joost van Dijk, Mikhail Farber, Nico Westerbeck
2026 J jnl
Impact of Market Reforms on Deterministic Frequency Deviations in the European Power Grid.
CoRR
Philipp C. Böttcher, Carsten Hartmann, Andrea Benigni, Thiemo Pesch, Dirk Witthaut
2025 — conf
A Data-Driven Analysis of Unscheduled Flows in the European Power System.
EIA Nordic (2)
Maurizio Titz, Dirk Witthaut
2025 J jnl
Accelerated DC loadflow solver for topology optimization.
CoRR
Nico Westerbeck, Joost van Dijk, Jan Viebahn, Christian Merz, Dirk Witthaut
2025 J jnl
Cyber-Physical Systems on the Megawatt Scale: The impact of battery control on grid frequency stability.
CoRR
Carsten Hartmann, Edoardo De Din, Daniele Carta, Florian Middelkoop, Arndt Neubauer, Johannes Kruse, Ulrich Oberhofer, Richard Jumar, Benjamin Schäfer, Thiemo Pesch, Andrea Benigni, Dirk Witthaut
2025 J jnl
Towards Quantum Algorithms for the Optimization of Spanning Trees: The Power Distribution Grids Use Case.
CoRR
Carsten Hartmann, Nil Rodellas-Gràcia, Christian Wallisch, Thiemo Pesch, Frank K. Wilhelm, Dirk Witthaut, Tobias Stollenwerk, Andrea Benigni
2025 J jnl
Voltage-sensitive distribution factors for contingency analysis and topology optimization.
CoRR
Maurizio Titz, Dirk Witthaut, Joost van Dijk, Benjamin Petrick, Nico Westerbeck
2024 J jnl
Synchronized states of power grids and oscillator networks by convex optimization.
CoRR
Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut
2024 J jnl
Unified algebraic deviation of distribution factors in linear power flow.
CoRR
Joost van Dijk, Nico Westerbeck, Lars Schewe, Andrea Benigni, Dirk Witthaut
2023 — conf
Dual Communities Characterize Structural Patterns and Robustness in Leaf Venation Networks.
COMPLEX NETWORKS (2)
Philipp C. Böttcher, Franz Kaiser, Henrik Ronellenfitsch, Vito Latora, Dirk Witthaut
2023 J jnl
Emipy: An open-source Python-based tool to analyze industrial emissions in Europe.
SoftwareX
Florian A. Overberg, Philipp C. Böttcher, Dirk Witthaut, Simon Morgenthaler
2023 J jnl
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI.
CoRR
Maurizio Titz, Sebastian Pütz, Dirk Witthaut
2023 J jnl
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows.
CoRR
Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer
2023 — conf
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs.
ISGT EUROPE
Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut
2023 J jnl
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs.
CoRR
Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut
2023 — conf
Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence.
e-Energy (Companion)
Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer
2023 J jnl
Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence.
CoRR
Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer
2023 J jnl
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks.
IEEE Access
Philipp C. Böttcher, Leonardo Rydin Gorjão, Dirk Witthaut
2023 J jnl
Stability bounds of droop-controlled inverters in power grid networks.
CoRR
Philipp C. Böttcher, Leonardo Rydin Gorjão, Dirk Witthaut
2023 J jnl
jumpdiff: A
J. Stat. Softw.
Leonardo Rydin Gorjão, Dirk Witthaut, Pedro G. Lind
2022 J jnl
Inferring Topology of Networks With Hidden Dynamic Variables.
IEEE Access
Raoul Schmidt, Hauke Haehne, Laura Hillmann, Jose Casadiego, Dirk Witthaut, Benjamin Schäfer, Marc Timme
2022 J jnl
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe.
CoRR
Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer
2022 J jnl
MFDFA: Efficient multifractal detrended fluctuation analysis in python.
Comput. Phys. Commun.
Leonardo Rydin Gorjão, Galib Hassan, Jürgen Kurths, Dirk Witthaut
2022 J jnl
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows.
CoRR
Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen
2022 J jnl
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid.
IEEE Access
Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
2022 J jnl
Physics-inspired machine learning for power grid frequency modelling.
CoRR
Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut
2022 J jnl
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning.
CoRR
Maurizio Titz, Franz Kaiser, Johannes Kruse, Dirk Witthaut
2022 J jnl
Predicting the power grid frequency of European islands.
CoRR
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
2022 J jnl
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI.
CoRR
Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse
2022 J jnl
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI.
Energy Inform.
Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse
2022 J jnl
Understanding Braess' Paradox in power grids.
CoRR
Benjamin Schäfer, Thiemo Pesch, Debsankha Manik, Julian Gollenstede, Guosong Lin, Hans-Peter Beck, Dirk Witthaut, Marc Timme
2022 J jnl
Understanding electricity prices beyond the merit order principle using explainable AI.
CoRR
Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut
2022 J jnl
Validation Methods for Energy Time Series Scenarios From Deep Generative Models.
IEEE Access
Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen
2021 J jnl
Arbitrary-Order Finite-Time Corrections for the Kramers-Moyal Operator.
Entropy
Leonardo Rydin Gorjão, Dirk Witthaut, Klaus Lehnertz, Pedro G. Lind
2021 — conf
Exploring deterministic frequency deviations with explainable AI.
SmartGridComm
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021 J jnl
Exploring deterministic frequency deviations with explainable AI.
CoRR
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021 J jnl
How Decentral Smart Grid Control limits non-Gaussian power grid frequency fluctuations.
CoRR
Benjamin Schäfer, Dirk Witthaut, Marc Timme
2021 J jnl
Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid.
CoRR
Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
2021 J jnl
Revealing drivers and risks for power grid frequency stability with explainable AI.
CoRR
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021 J jnl
Revealing drivers and risks for power grid frequency stability with explainable AI.
Patterns
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021 J jnl
Secondary control activation analysed and predicted with explainable AI.
CoRR
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021 J jnl
Universal Statistics of Redistribution Factors and Large Scale Cascades in Power Grids.
IEEE Access
Franz Kaiser, Dirk Witthaut
2021 J jnl
Validation Methods for Energy Time Series Scenarios from Deep Generative Models.
CoRR
Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen
2020 J jnl
Data-Driven Model of the Power-Grid Frequency Dynamics.
IEEE Access
Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schäfer
2020 J jnl
Predictability of Power Grid Frequency.
IEEE Access
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2020 J jnl
Predictability of Power Grid Frequency.
CoRR
Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2018 — conf
How Decentral Smart Grid Control Limits Non-Gaussian Power Grid Frequency Fluctuations.
CCTA
Benjamin Schäfer, Dirk Witthaut, Marc Timme
2018 — conf
Isolating the Impact of Trading on Grid Frequency Fluctuations.
ISGT Europe
Benjamin Schäfer, Marc Timme, Dirk Witthaut
2017 J jnl
From State Estimation to Network Reconstruction.
CoRR
Farnaz Basiri, Jose Casadiego, Marc Timme, Dirk Witthaut
2017 J jnl
Linear Optimal Power Flow Using Cycle Flows.
CoRR
Jonas Hörsch, Henrik Ronellenfitsch, Dirk Witthaut, Tom Brown
2016 J jnl
Dual theory of transmission line outages.
CoRR
Henrik Ronellenfitsch, Debsankha Manik, Jonas Hörsch, Tom Brown, Dirk Witthaut
2015 J jnl
A Dual Method for Computing Power Transfer Distribution Factors.
CoRR
Henrik Ronellenfitsch, Marc Timme, Dirk Witthaut
2004 — book
Digitalisierung und Erhalt von Digitalisaten in deutschen Museen.
Dirk Witthaut, Andrea Zierer, Arno Dettmers, Stefan Rohde-Enslin
2004 J jnl
Relation between discrete and continuous teleportation using linear elements.
Quantum Inf. Comput.
Dirk Witthaut, Michael Fleischhauer