Publications

Complex Networks, Machine Learning & Decision Theory
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
Hintz, Marie Josefine, Milojevic-Dupont, Nikola, Creutzig, Felix, Repke, Tim, Kaack, Lynn H. (2025): A systematic map of machine learning for urban climate change mitigation - Nature Cities
Yanchuk, Serhiy, Martens, Erik Andreas, Kuehn, Christian, Kurths, Jürgen (2025): Focus issue on recent advances in adaptive dynamical networks [Editorial] - Chaos
Marszal, Philip, Molkenthin, Nora, Timme, Marc, Schröder, Malte (2025): Multitimescale diffusion in ridepooling dynamics - Physical Review Research
Niehues, Jakob, Delabays, Robin, Büttner, Anna, Hellmann, Frank: Small-signal stability of power systems with voltage droop - IEEE Transactions on Power Systems
Müller-Hansen, Finn, Fritz, Livia, Lück, Sarah, Sovacool, Benjamin K., Minx, Jan C. (2025): Technology, geography and collaboration networks: assessing global innovation and research funding patterns for carbon removal - Environmental Research Communications
Mannone, Maria, Ribino, Patrizia, Fazio, Peppino, Marwan, Norbert (2025): Sketching a Space of Brain States - Neuroinformatics
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
Vallejo Bernal, Sara Maria, Braun, Tobias, Marwan, Norbert, Kurths, Jürgen (2025): PIKART: A Comprehensive Global Catalog of Atmospheric Rivers - Journal of Geophysical Research: Atmospheres
Bathiany, Sebastian, Kim, Eun Joo, Boers, Niklas (2025): Multiple modes in tropical tree cover: a multi-dimensional perspective - Environmental Research Letters
Gambhir, Ajay, Albert, Michael J., Doe, Sylvanus S. P., Donges, Jonathan Friedemann, Farajalla, Nadim, Giatti, Leandro L., Gundimeda, Haripriya, Hendel-Blackford, Sarah, Homer-Dixon, Thomas, Hoyer, Daniel, Adan, Sumaya, Jacome-Polit, David, Kemp, Luke, Korowicz, David, Kovacic, Zora, Kwakkel, Jan, Laybourn, Laurie, Lempert, Robert, Mahamoud, Ayan, Oliver, Tom H., Pavkova, Ivana E., Ponnoly, Joseph, Satgar, Vishwas, Shipman, Megan, Sillmann, Jana, Silver, Nick, Stevenson, Samuel, Richardson, Ruth (2025): A systemic risk assessment methodological framework for the global polycrisis - Nature Communications
Guo, Zijie, Lyu, Pumeng, Ling, Fenghua, Bai, Lei, Luo, Jing-Jia, Boers, Niklas, Yamagata, Toshio, Izumo, Takeshi, Cravatte, Sophie, Capotondi, Antonietta, Ouyang, Wanli (2025): Data-driven global ocean modeling for seasonal to decadal prediction - Science Advances
Morr, Andreas, Kreher, Dörte, Boers, Niklas (2025): Red noise in continuous-time stochastic modelling - Royal Society Open Science
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
Gohr, C., Rodríguez, G., Belomestnykh, S., Berg-Moelleken, D., Chauhan, N., Engler, J.-O., Heydebreck, L. V., Hintz, Marie Josefine, Kretschmer, M., Krügermeier, C., Meinberg, J., Rau, A.-L., Schwenck, C., Aoulkadi, I., Poll, S., Frank, E., Creutzig, Felix, Lemke, O., Maushart, M., Pfendtner-Heise, J., Rathgens, J., von Wehrden, H. (2025): Artificial intelligence in sustainable development research - Nature Sustainability
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
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
Lopes, Sergio Roberto, da Cruz, Felipe Eduardo Lopes, Prado, Thiago Lima, Kurths, Jürgen (2025): Advances on Recurrence Microstates Analyses - Recurrence Plots and Their Quantifications: Methodological Breakthroughs and Interdisciplinary Discoveries, Springer Proceedings in Complexity