Publications

Complex Networks, Machine Learning & Decision Theory
Wang, Xin, Yin, Zhuocheng, Lei, Yan, Huang, Tingwen, Kurths, Jürgen (2025): Secure Consensus for Switched Multiagent Systems Under DoS Attacks: Hybrid Event-Triggered and Impulsive Control Approach - IEEE Transactions on Cybernetics
Singh, Karan, Chandrasekar, V. K., Zou, Wei, Kurths, Jürgen, Senthilkumar, D. V. (2025): Graph coloring framework to mitigate cascading failure in complex networks - Communications Physics
Bochow, Nils, Poltronieri, Anna, Rypdal, Martin, Boers, Niklas (2025): Reconstructing Historical Climate Fields With Deep Learning - Science Advances
Han, Jichong, Luo, Yuchuan, Zhang, Zhao, Xu, Jialu, Chen, Yi, Asseng, Senthold, Jägermeyr, Jonas, Müller, Christoph, Olesen, Jørgen E., Rötter, Reimund, Tao, Fulu (2025): Planting area and production decreased for winter-triticeae crops but increased for rapeseed in Ukraine with climatic impacts dominating - Geography and Sustainability
Peng, Shanshan, Lu, Jianquan, Huang, Tingwen, Kurths, Jürgen (2025): Global Synchronization of High-Dimensional Heterogeneous Kuramoto Oscillator Networks: Pinning Impulsive Approach - IEEE Transactions on Cybernetics
Zhang, Yayao, Zhan, Meng, Kurths, Jürgen (2025): Transient Stability Assessment of PMSG Grid-Connected System With High-Dimensional Nonlinearity by Normal-Form Method - IEEE Journal of Emerging and Selected Topics in Power Electronics
Zeng, Ziyan, Feng, Minyu, Liu, Pengfei, Kurths, Jürgen (2025): Complex Network Modeling With Power-Law Activating Patterns and Its Evolutionary Dynamics - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Zeng, Ziyan, Feng, Minyu, Perc, Matjaž, Kurths, Jürgen (2025): Bursty switching dynamics promotes the collapse of network topologies - Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences
Gao, Kangping, Wang, Yishu, Lu, Jianquan, Kurths, Jürgen (2025): Globally Exponential Synchronization of Delayed Complex Dynamic Networks With Average Impulsive Delay‐Gain - International Journal of Robust and Nonlinear Control
Giaquinto, Domenico, Di Capua, Giorgia, Marzocchi, Warner, Kurths, Jürgen (2025): Spatio-temporal evolution of compound hot and dry extremes synchronizations in Europe - Climate Dynamics
Wang, Zhigang, Deng, Ye, Wang, Ze, Kurths, Jürgen, Wu, Jun (2025): Efficient Link-Based Spatial Network Disintegration Strategy - IEEE Transactions on Network Science and Engineering
Mannone, Maria, Fazio, Peppino, Kurths, Jürgen, Ribino, Patrizia, Marwan, Norbert (2025): A brain-network operator for modeling disease: a first data-based application for Parkinson’s disease - European Physical Journal - Special Topics
Millán, Ana P., Sun, Hanlin, Giambagli, Lorenzo, Muolo, Riccardo, Carletti, Timoteo, Torres, Joaquín J., Radicchi, Filippo, Kurths, Jürgen, Bianconi, Ginestra (2025): Topology shapes dynamics of higher-order networks - Nature Physics
Feng, Jing, Wang, Xiaolong, Liu, Qi, Xu, Yong, Kurths, Jürgen (2025): Fusing deep learning features for parameter identification of a stochastic airfoil system - Nonlinear Dynamics
Callaghan, Max, Banisch, Lucy, Döbbeling-Hildebrandt, Niklas, Edmondson, Duncan, Flachsland, Christian, Lamb, William F., Levi, Sebastian, Müller-Hansen, Finn, Posada, Eduardo, Vasudevan, Shraddha, Minx, Jan C. (2025): Machine learning map of climate policy literature reveals disparities between scientific attention, policy density, and emissions - npj Climate Action
Rodrigues, Francisco A., Peron, Thomas, Connaughton, Colm, Kurths, Jürgen, Moreno, Yamir (2025): A machine learning approach to predicting dynamical observables from network structure - Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences
Heitzig, Jobst, Simmons, Forest W., Constantino, Sara M. (2025): Fair group decisions via non-deterministic proportional consensus - Social Choice and Welfare
Lindner, Michael, Würfel, Hans, Hellmann, Frank (2025): NetworkDynamics.jl
Everall, Jordan, Tschofenig, Fabian, Donges, Jonathan Friedemann, Otto, Ilona M. (2025): The Pareto effect in tipping social networks: from minority to majority - Earth System Dynamics
Fallah, Bijan H., Rostami, Masoud, Russo, Emmanuele, Harder, Paula, Menz, Christoph, Hoffmann, Peter, Didovets, Iulii, Hattermann, Fred Fokko (2025): Climate model downscaling in central Asia: a dynamical and a neural network approach - Geoscientific Model Development
Su, Jingyu, Li, Haoyu, Wang, Ruiqi, Guo, Wei, Hao, Yushi, Kurths, Jürgen, Gao, Zhongke (2025): A hybrid dual-branch model with recurrence plots and transposed transformer for stock trend prediction - Chaos
Deng, Ye, Wang, Zhigang, Xiao, Yu, Shen, Xiaoda, Kurths, Jürgen, Wu, Jun (2025): Spatial network disintegration based on spatial coverage - Reliability Engineering & System Safety
Su, Zhen, Kurths, Jürgen, Meyerhenke, Henning (2025): Generic network sparsification via hybrid edge sampling - Journal of the Franklin Institute
Liu, Y., Wang , X., Wang, X., Wang, Z., Kurths, Jürgen (2025): Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation - IEEE Transactions on Neural Networks and Learning Systems
Dima, Simon, Fischer, Simon, Heitzig, Jobst, Oliver, Joss (2025): Non-maximizing policies that fulfill multi-criterion aspirations in expectation - Algorithmic Decision Theory: 8th International Conference, ADT 2024, New Brunswick, NJ, USA, October 14–16, 2024, Proceedings, Lecture Notes in Computer Science
Wei, Mengke, Amann, Andreas, Burylko, Oleksandr, Han, Xiujing, Yanchuk, Serhiy, Kurths, Jürgen (2024): Synchronization cluster bursting in adaptive oscillator networks - Chaos