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D

Dirk Witthaut

forschungszentrum jülich

43H指数
225论文数
5.2K被引数
收录论文 49
发表时间
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Phase locking and multistability in the topological Kuramoto model on cell complexes拓扑Kuramoto模型在胞复形上的相位锁定和多稳态
errNature Communications
IF15.7
err2026-07-25
err0
errOAAI
errIva Bačić; Michael T. Schaub; Jürgen Kurths; Dirk Witthaut
err分享
err收藏
Understanding the European energy crisis through structural causal models通过结构因果模型理解欧洲能源危机
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
err分享
err收藏
A Data-Driven Analysis of Unscheduled Flows in the European Power System基于数据的欧洲电力系统中非计划流量的分析
errENERGY INFORMATICS, EIA NORDIC 2025, PT II
IF0
err2026-01-01
err0
PREAI
errTitz, Maurizio; Witthaut, Dirk
err分享
err收藏
Discontinuous stochastic forcing in Greenland ice core data格陵兰冰芯数据中的不连续随机强迫
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
err分享
err收藏
Revealing drivers of green technology adoption through explainable Artificial Intelligence通过可解释人工智能揭示绿色技术采纳的驱动因素
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
err分享
err收藏
Multivariate scenario generation of day-ahead electricity prices using normalizing flows使用归一化流量生成前一天电价的多变量场景
errAPPLIED ENERGY
IF11
err2024-08-01
err1
errOAAI
errHilger, Hannes; Witthaut, Dirk; Dahmen, Manuel; Gorjao, Leonardo Rydin; Trebbien, Julius; Cramer, Eike
err分享
err收藏
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI使用可解释的AI识别德国电力系统中拥堵和重新调度的驱动因素和缓解措施
errAPPLIED ENERGY
IF11
err2024-02-01
err3
errOAAI
errTitz, Maurizio; Puetz, Sebastian; Witthaut, Dirk
err分享
err收藏
Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows使用归一化流量对日内电价进行多元概率预测
errAPPLIED ENERGY
IF11
err2023-09-01
err11
errOAAI
errCramer, Eike; Witthaut, Dirk; Mitsos, Alexander; Dahmen, Manuel
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe乌克兰电网与欧洲大陆同步影响的初步分析
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
err分享
err收藏
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks电网中下垂控制逆变器的稳定性边界
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errBoettcher, Philipp C.; Gorjao, Leonardo Rydin; Witthaut, Dirk
err分享
err收藏
Branching in flow networks with linear congestion
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-12-23
err0
errOAAI
errDahlmanns, Matthias; Kaiser, Franz; Witthaut, Dirk
err分享
err收藏
Dual communities in spatial networks空间网络中的双重社区
errNATURE COMMUNICATIONS
IF15.7
err2022-12-03
err4
errOAAI
errKaiser, Franz; Boettcher, Philipp C.; Ronellenfitsch, Henrik; Latora, Vito; Witthaut, Dirk
err分享
err收藏
Secondary control activation analysed and predicted with explainable AI使用可解释的AI对二次控制激活进行分析和预测
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-11-01
err10
errOAAI
errKruse, Johannes; Schafer, Benjamin; Witthaut, Dirk
err分享
err收藏
Understanding Braess' Paradox in power grids理解braess在电网中的悖论
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
err分享
err收藏
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.
err分享
err收藏
MFDFA: Efficient multifractal detrended fluctuation analysis in pythonMFDFA: python中的有效多重分形去趋势波动分析
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2022-04-01
err33
errOAAI
errGorjao, Leonardo Rydin; Hassan, Galib; Kurths, Juergen; Witthaut, Dirk
err分享
err收藏
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
err分享
err收藏

研究方向

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