Publications

Complex Networks, Machine Learning & Decision Theory
Zhao, Zaibo, Zhang, Yongwen, Chen, Dean, Liu, Wenqi, Meng, Jun, Fan, Jingfang, Chen, Xiaosong, Kurths, Jürgen (2026): Anthropogenic fingerprints in global synchronization networks of high aerosol pollution events - Communications Earth and Environment
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
Savini, Federico, Kopp, Mira, Hochstenbach, Cody, Cohen, Leshem, Berrill, Peter, Merciai, Stefano: Socio-ecological inequalities in housing consumption: How income, urban form, and tenure drive carbon footprints - Ecological Economics
Saari, Connor, Kurths, Jürgen, Villarini, Gabriele, Ghanbarian, Behzad: Synchronisation of Extreme Precipitation and Sea Surface Temperature Events in the Northern Hemisphere: A Complex Network Approach - International Journal of Climatology
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
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
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
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
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
Cai, Zongkai, Guan, Shuguang, Kurths, Jürgen, Zou, Yong (2025): Strong asymmetric multicluster synchrony in globally coupled simplicial complexes - Physical Review Research
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