Publications

Complex Networks, Machine Learning & Decision Theory
Wunderling, Nico, Wolf, Frederik, Tuinenburg, Obbe, Staal, Arie (2022): Network motifs shape distinct functioning of Earth’s moisture recycling hubs - Nature Communications
Lai, Yingcheng, Chen, Feng, Feng, Minyu, Kurths, Jürgen (2022): Online Distributed ADMM Algorithm With RLS-Based Multitask Graph Filter Models - IEEE Transactions on Network Science and Engineering
Zhao, Alex, Ermolaeva, Anastasia, Ullner, Ekkehard, Kurths, Jürgen, Gordleeva, Susanna, Zaikin, Alexey (2022): Noise-induced artificial intelligence - Physical Review Research
Banerjee, Abhirup, Mishra, Arindam, Dana, Syamal K., Hens, Chittaranjan, Kapitaniak, Tomasz, Kurths, Jürgen, Marwan, Norbert (2022): Predicting the data structure prior to extreme events from passive observables using echo state network - Frontiers in Applied Mathematics and Statistics
Yahmed, Ahmed Haj, Braiek, Houssem Ben, Khomh, Foutse, Bouzidi, Sonia, Zaatour, Rania (2022): DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment - Empirical Software Engineering
Li, Qin, Chen, Hongkai, Li, Yuhan, Feng, Minyu, Kurths, Jürgen (2022): Network spreading among areas: A dynamical complex network modeling approach - Chaos
Feng, Minyu , Li, Yuhan , Chen, Feng , Kurths, Jürgen (2022): Heritable Deleting Strategies for Birth and Death Evolving Networks From a Queueing System Perspective - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Hess, Philipp, Drüke, Markus, Petri, Stefan, Strnad, Felix, Boers, Niklas (2022): Physically constrained generative adversarial networks for improving precipitation fields from Earth system models - Nature Machine Intelligence
Warchold, Anne, Pradhan, Prajal, Thapa, Pratibha, Putra, Muhammad Panji Islam Fajar, Kropp, Jürgen P. (2022): Building a unified sustainable development goal database: Why does sustainable development goal data selection matter? - Sustainable Development
Wang, Yasen, Fang, Huazhen, Jin, Junyang, Ma, Guijun, He, Xin, Dai, Xing, Yue, Zuogong, Cheng, Cheng, Zhang, Hai-Tao, Pu, Donglin, Wu, Dongrui, Yuan, Ye, Gonçalves, Jorge, Kurths, Jürgen, Ding, Han (2022): Data-Driven Discovery of Stochastic Differential Equations - Engineering
Toetzke, Malte, Stünzi, Anna, Egli, Florian (2022): Consistent and replicable estimation of bilateral climate finance - Nature Climate Change
Naseri, Nafise, Parastesh, Fatemeh, Ghassemi, Farnaz, Jafari, Sajad, Schöll, Eckehard, Kurths, Jürgen (2022): Converting high-dimensional complex networks to lower-dimensional ones preserving synchronization features - EPL (Europhysics Letters)
Stechemesser, Annika, Levermann, Anders, Wenz, Leonie (2022): Temperature impacts on hate speech online: evidence from 4 billion geolocated tweets from the USA - The Lancet Planetary Health
Li, Qiang, Larosz, Kelly C., Han, Dingding, Ji, Peng, Kurths, Jürgen (2022): Basins of attraction of chimera states on networks - Frontiers in Physiology
Bao, Xiaoge, Hu, Qitong, Ji, Peng, Lin, Wei, Kurths, Jürgen, Nagler, Jan (2022): Impact of basic network motifs on the collective response to perturbations - Nature Communications
Chen, Bingquan, Cao, Jinde , Gorbachev, Sergey, Liu, Yang, Kurths, Jürgen (2022): Pinning Asymptotic Stabilization of Probabilistic Boolean Networks: A Digraph Approach - IEEE Transactions on Control of Network Systems
Sawicki, Jakub, Hartmann, Lenz, Bader, Rolf, Schöll, Eckehard (2022): Modelling the perception of music in brain network dynamics - Frontiers in Network Physiology
Schöll, Eckehard, Sawicki, Jakub, Berner, Rico, Ivanov, Plamen Ch. (2022): Editorial: Adaptive networks in functional modeling of physiological systems - Frontiers in Network Physiology
Wunderling, Nico, Staal, Arie, Sakschewski, Boris, Hirota, Marina, Tuinenburg, Obbe A., Donges, Jonathan Friedemann, Barbosa, Henrique M. J., Winkelmann, Ricarda (2022): Recurrent droughts increase risk of cascading tipping events by outpacing adaptive capacities in the Amazon rainforest - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Jin, Xin , Shi, Yang, Tang, Yang, Werner, Herbert, Kurths, Jürgen (2022): Event-Triggered Fixed-Time Attitude Consensus With Fixed and Switching Topologies - IEEE Transactions on Automatic Control
Kogler, Raphael, Plietzsch, Anton, Schultz, Paul, Hellmann, Frank (2022): Normal Form for Grid-Forming Power Grid Actors - PRX Energy
Foster, William J., Ayzel, Georgy, Münchmeyer, Jannes, Rettelbach, Tabea, Kitzmann, Niklas, Isson, Terry T., Mutti, Maria, Aberhan, Martin (2022): Machine learning identifies ecological selectivity patterns across the end-Permian mass extinction - Paleobiology
Mattauch, Linus, Hepburn, Cameron, Spuler, Fiona, Stern, Nicholas (2022): The economics of climate change with endogenous preferences - Resource and Energy Economics
Xu, Wenying, Kurths, Jürgen, Wen, Guanghui , Yu, Xinghuo (2022): Resilient Event-Triggered Control Strategies for Second-Order Consensus - IEEE Transactions on Automatic Control
Zhang, Junze, Wang, Shuai, Pradhan, Prajal, Zhao, Wenwu, Fu, Bojie (2022): Mapping the complexity of the food-energy-water nexus from the lens of Sustainable Development Goals in China - Resources, Conservation and Recycling
Mirzaei, Simin, Parastesh, Fatemeh, Jafari, Sajad, Schöll, Eckehard, Kurths, Jürgen (2022): Equivalent synchronization patterns in chaotic jerk systems - EPL (Europhysics Letters)