Publications

Complex Networks, Machine Learning & Decision Theory
Chen, Shuting, Wan, Ying, Cao, Jinde, Kurths, Jürgen (2024): Predefined-time synchronization for competitive neural networks with different time scales and external disturbances - Mathematics and Computers in Simulation
Stechemesser, Annika, Wenz, Leonie (2024): Extreme Temperaturen – extremes Verhalten: Auswirkungen von Hitze auf Hassrede - Warnsignal Klima: Herausforderung Wetterextreme
Möller, Tessa, Högner, Annika Ernest, Schleussner, Carl-Friedrich, Bien, Samuel, Kitzmann, Niklas, Lamboll, Robin D. , Rogelj, Joeri, Donges, Jonathan Friedemann, Rockström, Johan, Wunderling, Nico (2024): Achieving net zero greenhouse gas emissions critical to limit climate tipping risks - Nature Communications
Feng, Minyu, Zeng, Ziyan, Li, Qin, Perc, Matjaž, Kurths, Jürgen (2024): Information Dynamics in Evolving Networks Based on the Birth-Death Process: Random Drift and Natural Selection Perspective - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Wu, Tianyu, Zhou, Min, Zou, Jingcheng, Chen, Qi, Qian, Feng, Kurths, Jürgen, Liu, Runhui, Tang, Yang (2024): AI-guided few-shot inverse design of HDP-mimicking polymers against drug-resistant bacteria - Nature Communications
Spezzatto, G. S., Flauzino, J. V. V., Corso, G., Boaretto, B. R. R., Macau, E. E. N., Prado, T. L., Lopes, Sergio Roberto (2024): Recurrence microstates for machine learning classification - Chaos
Li, Kaiwen, Huang, Yu, Liu, Kai, Wang, Ming, Cai, Fenying, Zhang, Jianxin, Boers, Niklas (2024): Key propagation pathways of extreme precipitation events revealed by climate networks - npj Climate and Atmospheric Science
Dhadphale, Jayesh M., Krämer, Kai-Hauke, Gelbrecht, Maximilian, Kurths, Jürgen, Marwan, Norbert, Sujith, R. I. (2024): Model adaptive phase space reconstruction - Chaos
Bunde, Armin, Ludescher, Josef, Schellnhuber, Hans Joachim (2024): Evaluation of the real-time El Niño forecasts by the climate network approach between 2011 and present - Theoretical and Applied Climatology
Wang, Ya, Huang, Gang, Pan, Baoxiang, Lin, Pengfei, Boers, Niklas, Tao, Weichen, Chen, Yutong, Liu, Bo, Li, Haijie (2024): Correcting Climate Model Sea Surface Temperature Simulations with Generative Adversarial Networks: Climatology, Interannual Variability, and Extremes - Advances in Atmospheric Sciences
Lyu, Pumeng, Tang, Tao, Ling, Fenghua, Luo, Jing-Jia, Boers, Niklas, Ouyang, Wanli, Bai, Lei (2024): ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks - Advances in Atmospheric Sciences
Mannone, Maria, Fazio, Peppino, Marwan, Norbert, Giacometti, Achille (2024): Multi-Layer Networks and Routing Protocols for Aquatic Robotic Swarm Management - Advances in Electrical and Electronic Engineering
Quante, Lennart, Stechemesser, Annika, Hödtke, Damian, Levermann, Anders (2024): Convolution of individual and group identity: self-reliance increases polarisation in basic opinion model - Humanities and Social Sciences Communications
Rolim Sales, Matheus, Yanchuk, Serhiy, Kurths, Jürgen (2024): Recurrent chaotic clustering and slow chaos in adaptive networks - Chaos
da Silva, Sidney T., Gabrick, Enrique C., Protachevicz, Paulo R., Iarosz, Kelly C., Caldas, Iberê L., Batista, Antonio M., Kurths, Jürgen: When climate variables improve the dengue forecasting: a machine learning approach - European Physical Journal - Special Topics
Li, Quin, Pi, Bin, Feng, Minyu, Kurths, Jürgen (2024): Open Data in the Digital Economy: An Evolutionary Game Theory Perspective - IEEE Transactions on Computational Social Systems
Wang, Xin , Xu, Rui , Huang, Tingwen , Kurths, Jürgen (2024): Event-Triggered Adaptive Containment Control for Heterogeneous Stochastic Nonlinear Multiagent Systems - IEEE Transactions on Neural Networks and Learning Systems
Köster, Felix, Yanchuk, Serhiy, Lüdge, Kathy (2024): Master Memory Function for Delay-Based Reservoir Computers With Single-Variable Dynamics - IEEE Transactions on Neural Networks and Learning Systems
Sun, Fenglan, Han, Yunpeng, Zhu, Wei, Kurths, Jürgen (2024): Group consensus for fractional-order heterogeneous multi-agent systems under cooperation-competition networks with time delays - Communications in Nonlinear Science and Numerical Simulation
Lochner, Jakob, Stechemesser, Annika, Wenz, Leonie (2024): Climate summits and protests have a strong impact on climate change media coverage in Germany - Communications Earth and Environment
Souza, Diogo L M, Borges, Fernando S, Gabrick, Enrique C., Bentivoglio, Lucas E, Protachevicz, Paulo R, dos Santos, Vagner, Viana, Ricardo L, Caldas, Ibere L, Iarosz, Kelly C, Batista, Antonio M, Kurths, Jürgen (2024): Spiral wave dynamics in a neuronal network model - Journal of Physics: Complexity
Stürmer, Julian, Plietzsch, Anton, Vogt, Thomas, Hellmann, Frank, Kurths, Jürgen, Otto, Christian, Frieler, Katja, Anvari, Mehrnaz (2024): Increasing the resilience of the Texas power grid against extreme storms by hardening critical lines - Nature Energy
Tang, Yang, Beerel, Peter A., Kurths, Jürgen, Chen, Guanrong (2024): Guest Editorial: Special Issue on Learning, Optimization, and Implementation for Circuits and Systems Driven by Artificial Intelligence - IEEE Transactions on Circuits and Systems I: Regular Papers
Dong, Denghao, Feng, Minyu, Kurths, Jürgen, Zhang, Libo (2024): Fuzzy large margin distribution machine for classification - International Journal of Machine Learning and Cybernetics
Wang, Zhigang, Su, Zhen, Deng, Ye, Kurths, Jürgen, Wu, Jun (2024): Spatial network disintegration based on kernel density estimation - Reliability Engineering & System Safety
Yadav, Akash, J, Krishnanand, Chandrasekar, V. K., Zou, Wei, Kurths, Jürgen, Senthilkumar, D. V. (2024): Exotic swarming dynamics of high-dimensional swarmalators - Physical Review E
Mannone, Maria, Marwan, Norbert, Seidita, Valeria, Chella, Antonio, Giacometti, Achille, Fazio, Peppino (2024): Entangled Gondolas. Design of Multi-layer Networks of Quantum-Driven Robotic Swarms - Artificial Life and Evolutionary Computation, Communications in Computer and Information Science
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