Home › PIK Members › Jürgen Kurths

Kurths

Sun, Qiyu, Ji, Jiaxin, Mu, Jinzhen, Xu, Jing, Kocarev, Ljupco, Kurths, Jürgen (2025): Vision-Based Hierarchical Reinforcement Learning for Quadrotor UAV Navigation - IEEE/ASME Transactions on Mechatronics

https://doi.org/10.1109/TMECH.2025.3596019

Ghosh, Subrata, Xue, Linuo, Mishra, Arindam, Saha, Suman, Dudkowski, Dawid, Dana, Syamal K., Kapitaniak, Tomasz, Kurths, Jürgen, Ji, Peng, Hens, Chittaranjan (2025): Universal nonlinear dynamics in damped and driven physical systems: From Pendula via Josephson junctions to power grids - Physics Reports

https://doi.org/10.1016/j.physrep.2025.09.005

Zhang, Yuji, Feng, Minyu, Kurths, Jürgen, Szolnoki, Attila (2025): Evolutionary Dynamics Based on Reputation in Networked Populations With Game Transitions - IEEE Transactions on Signal and Information Processing over Networks

https://doi.org/10.1109/TSIPN.2025.3636748

Zheng, Xinwei, Li, Yongge, Kurths, Jürgen, Xu, Yong (2025): Trapping aligning self-propelled particles into static clusters - Physical Review E

https://doi.org/10.1103/jj28-8wpw

Ferreira, Gabriel Vinicius, da Cruz, Felipe Eduardo Lopes, Marghoti, Gabriel, de Prado, Thiago Lima, Lopes, Sergio Roberto, Marwan, Norbert, Kurths, Jürgen (2025): RecurrenceMicrostatesAnalysis.jl: A Julia library for analyzing dynamical systems with recurrence microstates - Chaos

https://doi.org/10.1063/5.0293708

Sun, Fenglan, Yi, Yuteng, Zhu, Wei, Kurths, Jürgen (2025): A communicability-driven expert influence model for large-scale group decision-making based on complex network theory - Engineering Applications of Artificial Intelligence

https://doi.org/10.1016/j.engappai.2025.111789

Raum, H., Schnake, T., Hellmann, Frank, Kurths, Jürgen, Nauck, Christian (2025): Explainable AI for analyzing the decision of GNNs at predicting dynamic stability of complex oscillator networks - Chaos

https://doi.org/10.1063/5.0278469

Zhu, Junyou, He, Langzhou, Gao, Chao, Hou, Dongpeng, Su, Zhen, Yu, Philip S., Kurths, Jürgen, Hellmann, Frank (2025): SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning - Proceedings of Machine Learning Research

Cai, Zongkai, Guan, Shuguang, Kurths, Jürgen, Zou, Yong (2025): Strong asymmetric multicluster synchrony in globally coupled simplicial complexes - Physical Review Research

https://doi.org/10.1103/ycxn-l2l3

Oladoja, Victor, Jamali, Tayeb, Ghanbarian, Behzad, Kurths, Jürgen (2025): Analyzing spatiotemporal patterns of extreme precipitations in North America using complex network theory - Journal of Hydrology

https://doi.org/10.1016/j.jhydrol.2025.133492

Liu, Yaru, Xia, Yibo, Kurths, Jürgen (2025): Emergence of Shilnikov homoclinic bifurcation and orbit-induced mixed-mode oscillations in a neuronal dynamical system - Chaos, Solitons and Fractals

https://doi.org/10.1016/j.chaos.2025.116893

Mbakob Yonkeu, Raoul, Yamapi, R., Marwan, Norbert, Kurths, Jürgen (2025): Memory effect in a trirhythmic van der Pol type oscillator driven by periodic excitation - Nonlinear Dynamics

https://doi.org/10.1007/s11071-024-10617-8

Tesfay, Daniel, Serdukova, Larissa, Zheng, Yayun, Wei, Pingyuan, Duan, Jinqiao, Kurths, Jürgen (2025): Influence of extreme events modeled by Lévy flight on Atlantic meridional overturning circulation stability - Physica D: Nonlinear Phenomena

https://doi.org/10.1016/j.physd.2025.134849

Mbakob Yonkeu, Raoul, Marwan, Norbert, Yamapi, R., Kurths, Jürgen (2025): Coherence and stochastic resonance and recurrence-based analysis in a vibro-impact extended delayed-Rayleigh system with enhanced memory damping regime under noise - Chaos, Solitons and Fractals

https://doi.org/10.1016/j.chaos.2025.116953

Yao, Chenggui, Zou, Wei, Kurths, Jürgen (2025): Cluster synchronization in Boolean neuronal networks: Roles of temperature, time-delay and network topology - Chaos, Solitons and Fractals

https://doi.org/10.1016/j.chaos.2025.117136

Ye, Jiachen, Ji, Peng, Zlatić, Vinko, Grin, Alexander, Zhao, Yanbin, Kurths, Jürgen (2025): Stability of synchronization systems with inertia against frequency perturbations - Chaos

https://doi.org/10.1063/5.0281703

Pi, Bin, Deng, Liang-Jian, Feng, Minyu, Perc, Matjaž, Kurths, Jürgen (2025): Dynamic Evolution of Complex Networks: A Reinforcement Learning Approach Applying Evolutionary Games to Community Structure - IEEE Transactions on Pattern Analysis and Machine Intelligence

https://doi.org/10.1109/TPAMI.2025.3579895

da Silva, Sidney T., Gabrick, Enrique C., de Moraes, Ana Luiza R., Viana, Ricardo L., Batista, Antonio M., Caldas, Iberê L., Kurths, Jürgen (2025): Predicting temperatures in Brazilian states capitals via Machine Learning - European Physical Journal - Special Topics

https://doi.org/10.1140/epjs/s11734-025-01710-z

Yonkeu, R. Mbakob, Marwan, Norbert, Yamapi, R., Kurths, Jürgen (2025): Managing Trirhythmicity and Bifurcation in the fractional biological vibro-impact system under correlated noise - Nonlinear Dynamics

https://doi.org/10.1007/s11071-025-11576-4

Yanchuk, Serhiy, Martens, Erik Andreas, Kuehn, Christian, Kurths, Jürgen (2025): Focus issue on recent advances in adaptive dynamical networks [Editorial] - Chaos

https://doi.org/10.1063/5.0300039

Wang, Deli, Li, Chenying, Pei, Haiqing, Xu, Wei, Kurths, Jürgen (2025): Transition control of a high-order configuration Rayleigh oscillator with impacts and memory damping under stochastic drivings - Nonlinear Dynamics

https://doi.org/10.1007/s11071-025-11418-3

Vallejo Bernal, Sara Maria, Braun, Tobias, Marwan, Norbert, Kurths, Jürgen (2025): PIKART: A Comprehensive Global Catalog of Atmospheric Rivers

https://doi.org/10.5281/zenodo.17109482

Vieira Flauzino, Joao Vitor, Prado, Thiago Lima, Marwan, Norbert, Kurths, Jürgen, Lopes, Sergio Roberto (2025): Quantifying Disorder in Data - Physical Review Letters

https://doi.org/10.1103/1y98-x33s

Wassmer, Jonas, Bryant, Seth, Schimansky, Paul, Keegan, Lindsay T., Pregnolato, Maria, Kurths, Jürgen, Marwan, Norbert, Merz, Bruno (2025): Unveiling hidden risks in healthcare from flood-induced transportation disruption in Germany - Communications Earth and Environment

https://doi.org/10.1038/s43247-025-02645-y

Ferrer, Joaquin Vicente, Bastos Moroz, Cassiano, Yüksel, Selin, Dewitte, Olivier, Lebek, Karen, Marwan, Norbert, Kurths, Jürgen, Korup, Oliver (2025): Exposure to Large Landslides in Cities Outpaces Urban Growth - Geophysical Research Letters

https://doi.org/10.1029/2025GL115170

Vallejo Bernal, Sara Maria, Braun, Tobias, Marwan, Norbert, Kurths, Jürgen (2025): PIKART: A Comprehensive Global Catalog of Atmospheric Rivers - Journal of Geophysical Research: Atmospheres

https://doi.org/10.1029/2024JD041869

Wang, Gege, Wang, Xiaolong, Liu, Qi, Kurths, Jürgen, Xu, Yong (2025): A transfer learning method to solve Fokker–Planck equation based on the equivalent linearization - Chaos

https://doi.org/10.1063/5.0260624

Banerjee, Abhirup, Gupta, Shraddha, Priyanshu, Pranava, Kar, Ankan, Saha, Ruby, Chakraborty, Tanujit, Ghosh, Dibakar, Kurths, Jürgen, Hens, Chittaranjan (2025): Recent changes in spatiotemporal patterns of heat extremes in South Asia - npj Climate and Atmospheric Science

https://doi.org/10.1038/s41612-025-01146-1

Shanmugam, Lakshmanan, Lim, Chee Peng, Rihan, Fathalla A., Kurths, Jürgen (2025): Dynamical analysis of nonlinear physical systems: mathematical modelling, artificial intelligence, and applications - European Physical Journal - Special Topics

https://doi.org/10.1140/epjs/s11734-025-01787-6

Zhai, Shidong, Yin, Shijie, Sun, Fenglan, Kurths, Jürgen (2025): Impact of Opinion-Driven Adaptive Vigilance on Virus Spread and Opinion Evolution - IEEE Transactions on Systems, Man, and Cybernetics: Systems

https://doi.org/10.1109/TSMC.2025.3573298