Publications

Complex Networks, Machine Learning & Decision Theory
Bi, Zhongwen, Zhao, Dan, Liu, Qi, Kurths, Jürgen, Xu, Yong (2026): Stochastic resonance in higher-order networks driven by colored noise - Chaos
Groenke, Brian, Wessel, Jakob, Miersch, Peter, Klein, Nadja, Zscheischler, Jakob (2026): Stochastic Weather Generation for Scenario‐Neutral Impact Assessments Using Simulation‐Based Inference - Journal of Geophysical Research: Machine Learning and Computation
Zhang, Zejing, Meng, Jun, Qiu, Zhongpu, Duan, Wansuo, Gao, Jian, Yan, Zixiang, Xiao, Jinghua, Chen, Xiaosong, Cai, Wenju, Kurths, Jürgen, Havlin, Shlomo, Fan, Jingfang (2026): Enhancing the predictability limits of ENSO with physics-guided deep echo state networks - npj Climate and Atmospheric Science
Yao, Yichao, Feng, Minyu, Perc, Matjaž, Kurths, Jürgen (2026): Fixed-Size Dynamic Scale-Free Networks: Modeling, Stationarity, and Resilience - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Cai, Fenying, Yang, Song, Lin, Shuheng, Zhang, Tuantuan (2026): Alternating Connectivity with Temporal Delays between the Pacific, Atlantic, and Indian Oceans - Ocean-Land-Atmosphere Research
Savini, Federico, Kopp, Mira, Hochstenbach, Cody, Cohen, Leshem, Berrill, Peter, Merciai, Stefano (2026): Socio-ecological inequalities in housing consumption: How income, urban form, and tenure drive carbon footprints - Ecological Economics
Ma, Jinzhong, Fan, Xuanqi, Wang, Ruifang, Wang, Xiaolong, Feng, Jing, Kurths, Jürgen, Xu, Yong (2026): Distribution-based prediction of noise-induced tipping - EPL (Europhysics Letters)
Ansarinasab, Sheida, Parastesh, Fatemeh, Ghassemi, Farnaz, Rajagopal, Karthikeyan, Jafari, Sajad, Kurths, Jürgen (2026): Optimization of time-varying multi-variable couplings for enhanced synchronization in complex networks - Nonlinear Dynamics
Döring, Michelle, Brill, Markus, Heitzig, Jobst (2026): The River Voting Method - Proceedings of the Fortieth AAAI Conference on Artificial Intelligence
Saari, Connor, Kurths, Jürgen, Villarini, Gabriele, Ghanbarian, Behzad (2026): Synchronisation of Extreme Precipitation and Sea Surface Temperature Events in the Northern Hemisphere: A Complex Network Approach - International Journal of Climatology
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
Deng, Ye, Wu, Jun, Lu, Xin, Holme, Petter, Li, Daqing, Di, Zengru, Chen, Guanrong, Kurths, Jürgen (2026): Community structure unveils the path multiplicity in complex networks - Nature Communications
Sun, Fenglan, Su, Jiashuo, Zhu, Wei, Guan, Zhi-Hong, Kurths, Jürgen (2026): Predefined-time formation control of UAV swarm under spatiotemporal constraints - ISA Transactions
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
Aich, Michael, Fürst, Andreas, Sestak, Florian, Ruiz-Gonzalez, Carlos, Boers, Niklas, Brandstetter, Johannes: WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling - Proceedings of Machine Learning Research
Wang, Shang, Meng, Jun, Fang, Sheng, Liu, Teng, Christensen, Kim, Kurths, Jürgen, Fan, Jingfang (2026): Self-Organized Criticality in Atmospheric Rivers - Physical Review Letters
Luo, Jing-Jia, Xia, Jiangjiang, Pan, Baoxiang, Ham, Yoo-Geun, Li, Xiaofeng, Shangguan, Wei, Xue, Wei, Wang, Yaqiang, Mu, Bin, Hong, Youngjoon, Li, Hao, Zhong, Xiaohui, Dai, Kan, Bai, Lei, Ling, Fenghua, Boers, Niklas, Bretherton, Christopher, Chen, Bin, Cho, Dongjin, Gentine, Pierre, Guo, Zijie, Huang, Xiaomeng, Kang, Daehyun, Kim, Hyunwoo J, Kim, Jeong-Hwan, Lei, Lili, Meng, Fan, Oh, Seol-Hee, Qin, Bo, Shen, Zixiong, Sun, Qiming, Tang, Yuheng, Tong, Xuan, Wan, Bingcheng, Wang, Lina, Wang, Ya, Wang, Yiming, Wu, Jiye, Xiao, Yi, Yao, Lina, Yang, Song, Yuan, Chaoxia, Yuan, Shijin, Yu, Tingzhao, Zhao, Mengchu (2026): AI for atmosphere–ocean sciences: advancements, challenges and ways forward - National Science Review
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
Ntahomvukiye, J. P., Kolaye, G., Bowong, S., Kurths, Jürgen (2026): Impact of temperature change on the population dynamics of the maize pest Busseola fusca - Mathematical Modelling of Natural Phenomena
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
Ma, Jinzhong, Cui, Yuanfang, Wang, Ruifang, Feng, Jing, Yong , Xu , Kurths, Jürgen (2026): Early warning of noise-induced critical transitions in two-dimensional ecosystems - Chaos