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D

Dirk Witthaut

forschungszentrum jülich

43H-index
225Paper Count
5.2KCitation Count
Published Papers 49
Publication Date
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Phase locking and multistability in the topological Kuramoto model on cell complexes
errNature Communications
IF15.7
err2026-07-25
err0
errOAAI
errIva Bačić; Michael T. Schaub; Jürgen Kurths; Dirk Witthaut
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errSave
Understanding the European energy crisis through structural causal models
errNature Communications
IF15.7
err2026-07-17
err0
errOAAI
errSarah Schreyer; Anton Tausendfreund; Florian Immig; Ulrich Oberhofer; Julius Trebbien; Aaron Praktiknjo; Benjamin Schäfer; Dirk Witthaut
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A Data-Driven Analysis of Unscheduled Flows in the European Power System
errENERGY INFORMATICS, EIA NORDIC 2025, PT II
IF0
err2026-01-01
err0
PREAI
errTitz, Maurizio; Witthaut, Dirk
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errSave
Discontinuous stochastic forcing in Greenland ice core data
errClimate Dynamics
IF3.7
err2025-11-25
err0
errOAAI
errKeno Riechers; Andreas Morr; Klaus Lehnertz; Pedro G. Lind; Niklas Boers; Dirk Witthaut; Leonardo Rydin Gorjão
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errSave
Revealing drivers of green technology adoption through explainable Artificial Intelligence
errAdvances in Applied Energy
IF13.8
err2025-09-18
err0
errOAAI
errDorothea Kistinger; Maurizio Titz; Philipp C. Böttcher; Michael T. Schaub; Sandra Venghaus; Dirk Witthaut
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Multivariate scenario generation of day-ahead electricity prices using normalizing flows
errAPPLIED ENERGY
IF11
err2024-08-01
err1
errOAAI
errHilger, Hannes; Witthaut, Dirk; Dahmen, Manuel; Gorjao, Leonardo Rydin; Trebbien, Julius; Cramer, Eike
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errSave
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
errAPPLIED ENERGY
IF11
err2024-02-01
err3
errOAAI
errTitz, Maurizio; Puetz, Sebastian; Witthaut, Dirk
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Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows
errAPPLIED ENERGY
IF11
err2023-09-01
err11
errOAAI
errCramer, Eike; Witthaut, Dirk; Mitsos, Alexander; Dahmen, Manuel
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errSave
Understanding electricity prices beyond the merit order principle using explainable AI
errENERGY AND AI
IF9.6
err2023-07-01
err11
errOAAI
errTrebbien, Julius; Gorjao, Leonardo Rydin; Praktiknjo, Aaron; Schaefer, Benjamin; Witthaut, Dirk
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Stable stadial and interstadial states of the last glacial's climate identified in a combined stable water isotope and dust record from Greenland
errEARTH SYSTEM DYNAMICS
IF7.2
err2023-05-16
err2
errOAAI
errRiechers, Keno; Gorjao, Leonardo Rydin; Hassanibesheli, Forough; Lind, Pedro G.; Witthaut, Dirk; Boers, Niklas
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errSave
jumpdiff: A Python Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2023-01-01
err3
errOAAI
errGorjao, Leonardo Rydin; Witthaut, Dirk; Lind, Pedro G.
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errSave
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe
errENERGY ADVANCES
IF4.3
err2023-01-01
err6
errOAAI
errBoettcher, Philipp C.; Rydin Gorjao, Leonardo; Beck, Christian; Jumar, Richard; Maass, Heiko; Hagenmeyer, Veit; Witthaut, Dirk; Schaefer, Benjamin
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errSave
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errBoettcher, Philipp C.; Gorjao, Leonardo Rydin; Witthaut, Dirk
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errSave
Branching in flow networks with linear congestion
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-12-23
err0
errOAAI
errDahlmanns, Matthias; Kaiser, Franz; Witthaut, Dirk
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errSave
Dual communities in spatial networks
errNATURE COMMUNICATIONS
IF15.7
err2022-12-03
err4
errOAAI
errKaiser, Franz; Boettcher, Philipp C.; Ronellenfitsch, Henrik; Latora, Vito; Witthaut, Dirk
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errSave
Secondary control activation analysed and predicted with explainable AI
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-11-01
err10
errOAAI
errKruse, Johannes; Schafer, Benjamin; Witthaut, Dirk
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errSave
Understanding Braess' Paradox in power grids
errNATURE COMMUNICATIONS
IF15.7
err2022-09-14
err19
errOAAI
errSchaefer, Benjamin; Pesch, Thiemo; Manik, Debsankha; Gollenstede, Julian; Lin, Guosong; Beck, Hans-Peter; Witthaut, Dirk; Timme, Marc
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errSave
Collective effects and synchronization of demand in real-time demand response
errJOURNAL OF PHYSICS-COMPLEXITY
IF1.9
err2022-04-28
err3
errOAAI
errHan, Chengyuan; Witthaut, Dirk; Gorjao, Leonardo Rydin; Boettcher, Philipp C.
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MFDFA: Efficient multifractal detrended fluctuation analysis in python
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2022-04-01
err33
errOAAI
errGorjao, Leonardo Rydin; Hassan, Galib; Kurths, Juergen; Witthaut, Dirk
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Inferring Topology of Networks With Hidden Dynamic Variables
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errSchmidt, Raoul; Haehne, Hauke; Hillmann, Laura; Casadiego, Jose; Witthaut, Dirk; Schafer, Benjamin; Timme, Marc
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Research Directions

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Co-authors
Cooperation Journals
J
Jürgen Kurths
H-index: 131 · Papers: 2.1K
V
Vito Latora
H-index: 82 · Papers: 380
J
Joaquim G. Pinto
H-index: 72 · Papers: 530
N
Noel Keenlyside
H-index: 67 · Papers: 499
A
Anders S. Sørensen
H-index: 63 · Papers: 283
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