Publications

Complex Networks, Machine Learning & Decision Theory
Kemter, Matthias, Marwan, Norbert, Villarini, Gabriele, Merz, Bruno (2023): Controls on Flood Trends Across the United States - Water Resources Research
Shen, Zhuan, Zhang, Honghui, Du, Lin, Deng, Zichen, Kurths, Jürgen (2023): Initiation and termination of epilepsy induced by Lévy noise: A view from the cortical neural mass model - Chaos, Solitons and Fractals
Funke, Franziska, Mattauch, Linus, Merl, Thorsten, Mitter, Hermine, Priesemann, Viola, Wenz, Leonie, Wiese, Anna (2023): Die Zukunft der Ernährung in Europa: Interdisziplinäre Perspektiven
Wang, Xin , Zhao, Chen , Huang, Tingwen , Chakrabarti, Prasun , Kurths, Jürgen (2023): Cooperative Learning of Multi-Agent Systems via Reinforcement Learning - IEEE Transactions on Signal and Information Processing over Networks
Bianconi, Ginestra, Arenas, Alex, Biamonte, Jacob, Carr, Lincoln D, Kahng, Byungnam, Kertesz, Janos, Kurths, Jürgen, Lü, Linyuan, Masoller, Cristina, Motter, Adilson E, Perc, Matjaž, Radicchi, Filippo, Ramaswamy, Ramakrishna, Rodrigues, Francisco A, Sales-Pardo, Marta, San Miguel, Maxi, Thurner, Stefan, Yasseri, Taha (2023): Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics - Journal of Physics: Complexity
Semyachkina-Glushkovskaya, O.V., Karavaev, A.S., Prokhorov, M.D., Runnova, A.E., Borovkova, E.I., Yu.M., Ishbulatov, Hramkov, A.N., Kulminskiy, D.D., Semenova, N.I., Sergeev, K.S., Slepnev, A.V., Yu., Sitnikova E., Zhuravlev, M.O., Fedosov, I.V., Shirokov, A.A., Blokhina, I.A., Dubrovski, A.I., Terskov, A.V., Khorovodov, A.P., Ageev, V.B., Elovenko, D.A., Evsukova, A.S., Adushkina, V.V., Telnova, V.V., Postnov, D.E., Penzel, T.U., Kurths, Jürgen (2023): EEG biomarkers of activation of the lymphatic drainage system of the brain during sleep and opening of the blood-brain barrier - Computational and Structural Biotechnology Journal
Wang, Xin , Xu, Rui , Huang, Tingwen , Kurths, Jürgen: Event-Triggered Adaptive Containment Control for Heterogeneous Stochastic Nonlinear Multiagent Systems - IEEE Transactions on Neural Networks and Learning Systems
Wang, Xin, Wang, Hui, Huang, Tingwen, Kurths, Jürgen (2023): Neural-Network-Based Adaptive Tracking Control for Nonlinear Multiagent Systems: The Observer Case - IEEE Transactions on Cybernetics
De, Somnath, Gupta, Shraddha, Unni, Vishnu R., Ravindran, Rewanth, Kasthuri, Praveen, Marwan, Norbert, Kurths, Jürgen, Sujith, R. I. (2023): Study of interaction and complete merging of binary cyclones using complex networks - Chaos
Wunderling, Nico, Winkelmann, Ricarda, Rockström, Johan, Loriani, Sina, McKay, David I. Armstrong, Ritchie, Paul D. L., Sakschewski, Boris, Donges, Jonathan Friedemann (2023): Global warming overshoots increase risks of climate tipping cascades in a network model - Nature Climate Change
Jaros, Patrycja, Levchenko, Roman, Kapitaniak, Tomasz, Kurths, Jürgen, Maistrenko, Yuriy (2023): Asymmetry induces critical desynchronization of power grids - Chaos
Liu, Teng, Chen, Dean, Yang, Lan, Meng, Jun, Wang, Zanchenling, Ludescher, Josef, Fan, Jingfang, Yang, Saini, Chen, Deliang, Kurths, Jürgen, Chen, Xiaosong, Havlin, Shlomo, Schellnhuber, Hans Joachim (2023): Teleconnections among tipping elements in the Earth system - Nature Climate Change
Semyachkina-Glushkovskaya, Oxana, Shirokov, Alexander, Blokhina, Inna, Telnova, Valeria, Vodovozova, Elena, Alekseeva, Anna, Boldyrev, Ivan, Fedosov, Ivan, Dubrovsky, Alexander, Khorovodov, Alexandr, Terskov, Andrey, Evsukova, Arina, Elovenko, Daria, Adushkina, Viktoria, Tzoy, Maria, Agranovich, Ilana, Kurths, Jürgen, Rafailov, Edik (2023): Intranasal Delivery of Liposomes to Glioblastoma by Photostimulation of the Lymphatic System - Pharmaceutics
Pfeffer, Oskar, Molkenthin, Nora, Hellmann, Frank (2022): Ensemble analysis of complex network properties—an MCMC approach - New Journal of Physics
Tang, Yang, Yen, Gary G. , Kurths, Jürgen (2022): Special Issue on Computational Intelligence for Perception and Decision-Making of Autonomous Systems [Guest Editorial] - IEEE Transactions on Emerging Topics in Computational Intelligence
Xu, Wenying, Wang, Zidong , Hu, Liang, Kurths, Jürgen (2022): State Estimation Under Joint False Data Injection Attacks: Dealing With Constraints and Insecurity - IEEE Transactions on Automatic Control
Sun, Fenglan, Lei, Chengyu, Kurths, Jürgen, Zhu, Wei (2022): Mean-square tracking consensus of heterogeneous multi-agent systems with additive noise and time delay - International Journal of Control
Köster, Felix, Yanchuk, Serhiy, Lüdge, Kathy: Master Memory Function for Delay-Based Reservoir Computers With Single-Variable Dynamics - IEEE Transactions on Neural Networks and Learning Systems
Plietzsch, Anton, Auer, Sabine, Kurths, Jürgen, Hellmann, Frank (2022): Linear response theory for renewable fluctuations in power grids with transmission losses - Chaos
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