Smith, E. Keith, Wiedermann, Marc, Donges, Jonathan Friedemann, Heitzig, Jobst, Winkelmann, Ricarda (2025):
A global threshold model of enabling conditions for social tipping in pro-environmental behaviours – the role of sea level rise anticipation and climate change concern
- Earth System Dynamics
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
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
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, 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
Hess, Philipp, Aich, Michael, Pan, Baoxiang, Boers, Niklas (2025):
Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning
- Nature Machine Intelligence
Mannone, Maria, Marwan, Norbert, Fazio, Peppino, Ribino, Patrizia (2025):
K-operator as a predictor for Alzheimer-Perusini’s disease
- Procedia Computer Science
Giaquinto, Domenico, Di Capua, Giorgia, Marzocchi, Warner, Kurths, Jürgen (2025):
Spatio-temporal evolution of compound hot and dry extremes synchronizations in Europe
- Climate Dynamics
Zhang, Peiran, Guo, Haonan, Ribeiro, Fabiano L., Kirillov, Pavel L., Makhrova, Alla G., Gao, Ziyou, Gao, Liang (2025):
Quantifying contributions of geographical features to urban GDP outputs via interpretable machine learning
- Sustainable Cities and Society
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
Nachtigall, Florian, Wagner, Felix, Berrill, Peter, Creutzig, Felix (2025):
Built environment and travel: Tackling non-linear residential self-selection with double machine learning
- Transportation Research Part D: Transport and Environment
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
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
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
Sun, Fenglan, Xu, Zhonghua, Zhu, Wei, Kurths, Jürgen (2025):
Observer-based event-triggered formation tracking control for second-order multi-agent systems in constrained region
- Science China Information Sciences
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
Sun, Fenglan, Yu, Xuemei, Zhu, Wei, Kurths, Jürgen (2025):
Data-sampled time-varying formation for singular multi-agent systems with multiple leaders
- Neural Networks
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
