Publications

Complex Networks, Machine Learning & Decision Theory
Irankhah, Reza, Mehrabbeik, Mahtab, Parastesh, Fatemeh, Ghassemi, Farnaz, Jafari, Sajad, Chen, Guanrong, Kurths, Jürgen (2026): Network Synchronization with an Adaptive Blinking Coupling Scheme: Topological and Dynamical Generalization - Applied Mathematics and Computation
Grünig, Marc, Rammer, Werner, Senf, Cornelius, Albrich, Katharina, André, Frédéric, Augustynczik, Andrey L. D., Baumann, Martin, Bohn, Friedrich J., Bouwman, Meike, Bugmann, Harald, Collalti, Alessio, Cristal, Irina, Dalmonech, Daniela, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Espelta, Josep Maria, Forrester, David I., Garcia-Gonzalo, Jordi, González-Olabarria, José Ramón, Hiltner, Ulrike, Hlásny, Tomáš, Honkaniemi, Juha, Huber, Nica, Jonard, Mathieu, Jönsson, Anna Maria, Kunstler, Georges, Lagergren, Fredrik, Lindner, Marcus, Mina, Marco, Moos, Christine, Morin, Xavier, Muys, Bart, Nabuurs, Gert-Jan, Nieberg, Mats, Patacca, Marco, Peltoniemi, Mikko, Reyer, Christopher P. O., Schelhaas, Mart-Jan, Storms, Ilié, Thom, Dominik, Toïgo, Maude, Seidl, Rupert (2026): Climate change will increase forest disturbances in Europe throughout the 21st century - Science
Aich, Michael, Hess, Philipp, Pan, Baoxiang, Bathiany, Sebastian, Huang, Yu, Boers, Niklas (2026): Conditional diffusion models for downscaling and biascorrection of Earth system model precipitation - Geoscientific Model Development
Zhang, Jianxin, Li, Kaiwen, Wang, Ming, Liu, Kai, Gupta, Shraddha, Kurths, Jürgen (2026): Complex network-based detection and forecasting of high-intensity tropical cyclones - International Journal of Disaster Risk Reduction
Niehues, Jakob, Delabays, Robin, Büttner, Anna, Hellmann, Frank (2026): Small-signal stability of power systems with voltage droop - IEEE Transactions on Power Systems
Bill-Weilandt, Alina, Sairam, Nivedita, Wagenaar, Dennis, Rafiezadeh Shahi, Kasra, Kreibich, Heidi, Hamel, Perrine, Lallemant, David (2026): Flood damage functions for rice: synthesizing evidence and building data-driven models - Natural Hazards and Earth System Sciences
Nauck, Christian, Büttner, Anna, Liemann, Sebastian, Hellmann, Frank, Lindner, Michael (2026): Predicting the Fault‐Ride‐Through Probability of Inverter‐Dominated Power Grids Using Machine Learning - IET Generation, Transmission & Distribution
Ludescher, Josef, Meng, Jun, Fan , Jingfang, Bunde, Armin, Schellnhuber, Hans Joachim (2026): Predicting ENSO dynamics with network and complexity analyses - Chaos
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
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
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
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