Publikationen

Komplexe Netzwerke, Maschinelles Lernen & Entscheidungstheorie
Grohmann, Antonia, Lenel, Friederike, Herbold, Steffen (2026): Repayment under flexible loan contracts: evidence based on high-frequency data - Economica
Lopes da Cruz, Felipe Eduardo, Corso, Gilberto, de Lima Prado, Thiago, Lopes, Sergio Roberto, Marwan, Norbert, Kurths, Jürgen (2026): Sampling effects on recurrence microstates distribution - Physica A-Statistical Mechanics and its Applications
Zhu, Junyou, Nauck, Christian, Lindner, Michael, He, Langzhou, Yu, Philip S., Müller, Klaus-Robert , Kurths, Jürgen, Hellmann, Frank (2026): Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction - IEEE Transactions on Knowledge and Data Engineering
Ma, Jinzhong, Li, Dengyan, Wang, Ruifang, Liu, Qi, Xu, Yong, Kapitaniak, Tomasz, Kurths, Jürgen (2025): Predicting tipping phenomenon in a conceptual airfoil structure under extreme flight environment - Journal of Sound and Vibration
Li, Kunhong, Xu, Siyue, Menz, Christoph, Yang, Feng, Fraga, Helder, Santos, João A., Liu, Bing, Yang, Chenyao (2025): A Novel Semi-Hydroponic Root Observation System Combined with Unsupervised Semantic Segmentation for Root Phenotyping - Agronomy
Zhang, Lingzhong, Lu, Jianquan, Li, Bowen, Kurths, Jürgen (2025): Average-based aperiodic intermittent control for secure synchronization of antagonistic networks - European Journal of Control
Sanches, Vitor H., Quiñones, Rubi, Vivas, Jonathan, Guillaume, Joseph H. A., Iwanaga, Takuya, Kwakkel, Jan H., Quinlan, Allyson E., Rocha, Juan C., Crépin, Anne-Sophie, Dakos, Vasilis, Donges, Jonathan Friedemann, Lade, Steven J. (2025): Integrating diversity and agency into social-ecological resilience metrics - Ecology and Society
Kistinger, Dorothea, Titz, Maurizio, Böttcher, Philipp C., Schaub, Michael T., Venghaus, Sandra, Witthaut, Dirk (2025): Revealing drivers of green technology adoption through explainable Artificial Intelligence - Advances in Applied Energy
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
Zhang, Hao, Xu, Jin-Jian, Cui, Hong-Wei, Li, Lin, Yang, Yaowen, Tang, Chao-Sheng, Boers, Niklas (2025): When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system - IEEE Geoscience and Remote Sensing Magazine
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
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
Döring, Michelle, Brill, Markus, Heitzig, Jobst: The River Method - The 40th Annual AAAI Conference on Artificial Intelligence
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
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
Niehues, Jakob, Büttner, Anna, Riegler, Anne, Hellmann, Frank (2025): Complex Phase Analysis of Power Grid Dynamics - 2025 IEEE Kiel PowerTech
Galaz, Victor, Schewenius, Maria, Donges, Jonathan Friedemann, Fetzer, Ingo, Zhivkoplias, Erik, Barfuss, Wolfram, Delannoy, Louis, Wang-Erlandsson, Lan, Gelbrecht, Maximilian, Heitzig, Jobst, Hentati-Sundberg, Jonas, Kennedy, Christopher, Knecht, Nielja, Lotcheris, Romi, Mahecha, Miguel, Merrie, Andrew, Montero, David, McPhearson, Timon, Mustafa, Ahmed, Nyström, Magnus , Purves, Drew, Rocha, Juan C., Masahiro, Ryo, van der Salm, Claudia, Segun, Samuel T. , Stephenson, Anna B., Tellman, Elizabeth, Tobar, Felipe, Vadrot, Alice (2025): AI for a Planet Under Pressure
Ye, Jiachen, Ji, Peng, Zlatić, Vinko, Grin, Alexander, Zhao, Yanbin, Kurths, Jürgen (2025): Stability of synchronization systems with inertia against frequency perturbations - Chaos
Irankhah, Reza, Mehrabbeik, Mahtab, Parastesh, Fatemeh, Ghassemi, Farnaz, Jafari, Sajad, Chen, Guanrong, Kurths, Jürgen: Network Synchronization with an Adaptive Blinking Coupling Scheme: Topological and Dynamical Generalization - Applied Mathematics and Computation
Gelbrecht, Maximilian, Klöwer, Milan, Boers, Niklas (2025): PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations - Journal of Advances in Modeling Earth Systems
Hou, Zhuoqi, Lu, Jiangang, Yu, Zhiwen, Zhao, Ruifeng, Guo, Wenxin, Kurths, Jürgen, Zhan, Meng: Synchronous-frequency oscillation in grid-forming converter power grids - European Physical Journal - Special Topics
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
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