Su, Zhen, Liu, Yang, Kurths, Jürgen, Meyerhenke, Henning (2024):
Generic network sparsification via degree- and subgraph-based edge sampling
- Information Sciences
Lee, Yongsun, Choi, Hoyun, Pagnier, Laurent, Kim, Cook Hyun, Lee, Jongshin, Jhun, Bukyoung, Kim, Heetae, Kurths, Jürgen, Kahng, B. (2024):
Reinforcement learning optimizes power dispatch in decentralized power grid
- Chaos, Solitons and Fractals
Jin, Xin, Cao, Zhu, Tang, Yang, Kurths, Jürgen (2024):
Distributed Partial Quantum Consensus of Qubit Networks With Connected Topologies
- IEEE Transactions on Cybernetics
Zhu, Junyou, Gao, Chao, Yin, Ze, Li, Xianghua, Kurths, Jürgen (2024):
Propagation Structure-Aware Graph Transformer for Robust and Interpretable Fake News Detection
- KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Stechemesser, Annika, Koch, Nicolas, Mark, Ebba, Dilger, Elina, Klösel, Patrick, Menicacci, Laura, Nachtigall, Daniel, Pretis, Felix, Ritter, Nolan, Schwarz, Moritz, Vossen, Helena, Wenzel, Anna (2024):
Climate policies that achieved major emission reductions: Global evidence from two decades
- Science
Nauck, Christian, Gorantla, Rohan , Lindner, Michael, Schürholt, Konstantin , Mey, Antonia S. J. S. , Hellmann, Frank (2024):
Dirac-Bianconi Graph Neural Networks - Enabling Non-Diffusive Long-Range Graph Predictions
- Proceedings of Machine Learning Research
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
Stechemesser, Annika, Wenz, Leonie (2024):
Extreme Temperaturen – extremes Verhalten: Auswirkungen von Hitze auf Hassrede
- Warnsignal Klima: Herausforderung Wetterextreme
White, Alistair, Kilbertus, Niki, Gelbrecht, Maximilian, Boers, Niklas (2024):
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
- Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
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
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
Jacobs, Bob M., Heitzig, Jobst (2024):
Should We Vote in Non-Deterministic Elections?
- Philosophies
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
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
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
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
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
Rolim Sales, Matheus, Yanchuk, Serhiy, Kurths, Jürgen (2024):
Recurrent chaotic clustering and slow chaos in adaptive networks
- Chaos
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
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
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
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
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
Mannone, Maria, Fazio, Peppino, Marwan, Norbert (2024):
Modeling a neurological disorder as the result of an operator acting on the brain: A first sketch based on network channel modeling
- Chaos
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
Dong, Denghao, Feng, Minyu, Kurths, Jürgen, Zhang, Libo (2024):
Fuzzy large margin distribution machine for classification
- International Journal of Machine Learning and Cybernetics
