Publications

Complex Networks, Machine Learning & Decision Theory
Wang, Ya, Huang, Gang, Pan, Baoxiang, Lin, Pengfei, Boers, Niklas, Tao, Weichen, Chen, Yutong, Liu, Bo, Li, Haijie: Correcting Climate Model Sea Surface Temperature Simulations with Generative Adversarial Networks: Climatology, Interannual Variability, and Extremes - Advances in Atmospheric Sciences
Bhuyan, Kushanav, Rana, Kamal, Ferrer, Joaquin Vicente, Cotton, Fabrice, Ozturk, Ugur, Catani, Filippo, Malik, Nishant (2024): Landslide topology uncovers failure movements - Nature Communications
Morales, Vladimir Garcia, Tandon, Shruti, Kurths, Jürgen, Sujith, R. I. (2024): Universality of oscillatory instabilities in fluid mechanical systems - New Journal of Physics
Agarwal, Ankit, Azais, Philippe, Cifarelli, Luisa, de Boer, Jacob, Eroglu, Deniz, Gebel, Gérard, Hidalgo, Carlos, Jamet, Didier, Kurths, Jürgen, Lefebvre-Joud, Florence, Linderoth, Søren, Loarte, Alberto, Marwan, Norbert, Mingo, Natalio, Ozturk, Ugur, Perraud, Simon, Pitz-Paal, Robert, Poedts, Stefaan, Priem, Thierry, Rech, Bernd, Ripani, Marco, Sharma, Shubham, Tran, Tuan Quoc, Wagner, Hermann-Josef (2024): Physics for the environment and sustainable development - EPS Grand Challenges: Physics for Society in the Horizon 2050
Stürmer, Julian, Plietzsch, Anton, Vogt, Thomas, Hellmann, Frank, Kurths, Jürgen, Otto, Christian, Frieler, Katja, Anvari, Mehrnaz: Increasing the resilience of the Texas power grid against extreme storms by hardening critical lines - Nature Energy
Wu, Y., Sun, J., Gunasekaran, N., Kurths, Jürgen, Liu, J. (2024): Exponential Output Synchronization of Complex Networks With Output Coupling Via Intermittent Event-Triggered Control - IEEE Transactions on Control of Network Systems
Lawrence, Michael, Homer-Dixon, Thomas, Janzwood, Scott, Rockström, Johan, Renn, Ortwin, Donges, Jonathan Friedemann (2024): Global Polycrisis: The Causal Mechanisms of Crisis Entanglement - Global Sustainability
Wang, Zhigang, Su, Zhen, Deng, Ye, Kurths, Jürgen, Wu, Jun: Spatial network disintegration based on kernel density estimation - Reliability Engineering & System Safety
Montero, Marina Martınez, Brede, Nuria, Couplet, Victor, Crucifix, Michel, Botta, Nicola, Wieners, Claudia (2024): Lost options commitment: how short-term policies affect long-term scope of action - Oxford Open Climate Change
Wu, Xiaoshuai, Sun, Fenglan, Han, Yunpeng, Tang, Kui, Zhu, Wei, Kurths, Jürgen (2024): Group consensus of multi‐agent systems with reference states via pinning control - International Journal of Robust and Nonlinear Control
Wunderling, Nico, von der Heydt, A., Aksenov, Y., Barker, S., Bastiaansen, R., Brovkin, V., Brunetti, M., Couplet, V., Kleinen, T., Lear, C. H., Lohmann, J., Roman-Cuesta, R. M., Sinet, S., Swingedouw, D., Winkelmann, Ricarda, Anand, P., Barichivich, J., Bathiany, Sebastian, Baudena, M., Bruun, J. T., Chiessi, C. M., Coxall, H. K., Docquier, D., Donges, Jonathan Friedemann, Falkena, S. K. J., Klose, Ann Kristin, Obura, D., Rocha, J., Rynders, S., Steinert, N. J., Willeit, Matteo (2024): Climate tipping point interactions and cascades: A review - Earth System Dynamics
Gabrick, Enrique C., Brugnago, Eduardo, de Souza, Silvio, Iarosz, Kelly, Szeszech, Jose, Viana, Ricardo, Caldas, Ibere, Batista, Antonio, Kurths, Jürgen (2024): Impact of periodic vaccination in SEIRS seasonal model - Chaos
Schunck, Florian, Wiedermann, Marc, Heitzig, Jobst, Donges, Jonathan Friedemann (2024): A Dynamic Network Model of Societal Complexity and Resilience Inspired by Tainter’s Theory of Collapse - Entropy
Lenton, Timothy M., Abrams, Jesse F., Bartsch, Annett, Bathiany, Sebastian, Boulton, Chris A., Buxton, Joshua E., Conversi, Alessandra, Cunliffe, Andrew M., Hebden, Sophie, Lavergne, Thomas, Poulter, Benjamin, Shepherd, Andrew, Smith, Taylor, Swingedouw, Didier, Winkelmann, Ricarda, Boers, Niklas (2024): Remotely sensing potential climate change tipping points across scales - Nature Communications
Feng, M., Pi, B., Deng, L.-J., Kurths, Jürgen (2024): An Evolutionary Game With the Game Transitions Based on the Markov Process - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Liu, Weihang, Ye, Tao, Müller, Christoph, Jägermeyr, Jonas, Franke, James A., Stephens, Haynes, Chen, Shuo (2023): The statistical emulators of GGCMI phase 2: responses of year-to-year variation of crop yield to CO2, temperature,water, and nitrogen perturbations - Geoscientific Model Development
Li, Zheng, Zhao, Yue, Hu, Xiyang, Botta, Nicola, Ionescu, Cezar, Chen, George H. (2023): ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions - IEEE Transactions on Knowledge and Data Engineering
Haselhoff, Timo, Braun, Tobias, Fiebig, André, Hornberg, Jonas, Lawrence, Bryce T., Marwan, Norbert, Moebus, Susanne (2023): Complex networks for analyzing the urban acoustic environment - Ecological Informatics
Souza Filho, F. A., Rocha, R. V., Estacio, A. B. S., Rolim, L. R. Z., Pontes Filho, J. D. A., Porto, V. C., Guimarães, Sullyandro Oliveira (2023): Enhancing streamflow forecasting for the Brazilian electricity sector: a strategy based on a hyper-multimodel - Revista Brasileira de Recursos Hídricos
Tang , Yang, Zhao, Chaoqiang , Wang, Jianrui, Zhang, Chongzhen , Sun, Qiyu , Kurths, Jürgen (2023): Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey - IEEE Transactions on Neural Networks and Learning Systems
Treistmann, F., Penna, D. D. J., Khenayfis, L. de S., Cavalcante, N. B. R., Souza Filho, F. A., Rocha, R. V., Estacio, A. B. S., Rolim, L. R. S., Pontes Filho, J. D. A., Porto, V. C., Guimarães, Sullyandro Oliveira, Pessanha, J. F. M., Almeida, V. A., Chan, P. D. S., Lappicy, T., Lima, C. H. R., Detzel, D. H. M., Bessa, M. R. (2023): A Framework to Evaluate and Compare Synthetic Streamflow Scenario Generation Models - Revista Brasileira de Recursos Hídricos