Working Group Network- and machine-learning-based prediction of extreme events
Zan, Wanrong, Xu, Yong, Kurths, Jürgen, Chechkin, Aleksei V, Metzler, Ralf (2020): Stochastic dynamics driven by combined Lévy–Gaussian noise: fractional Fokker–Planck–Kolmogorov equation and solution - Journal of Physics A: Mathematical and Theoretical
Ciemer, Catrin, Rehm, Lars, Kurths, Jürgen, Donner, Reik V., Winkelmann, Ricarda, Boers, Niklas (2020): An early-warning indicator for Amazon droughts exclusively based on tropical Atlantic sea surface temperatures - Environmental Research Letters
Duan, Guiduo, Wang, Xiaotong, Huang, Tianxi, Kurths, Jürgen (2020): An improved group similarity-based association rule mining algorithm in complex scenes - International Journal of Pattern Recognition and Artificial Intelligence
Jiang, Nan, Huang, Chi, Chen, Yao, Kurths, Jürgen (2020): Bisimulation-based stabilization of probabilistic Boolean control networks with state feedback control - Frontiers of Information Technology and Electronic Engineering
Singh, Uday, Sathiyadevi, K., Chandrasekar, V. K., Zou, W., Kurths, Jürgen, Senthilkumar, D. V. (2020): Trade-off between filtering and symmetry breaking mean-field coupling in inducing macroscopic dynamical states - New Journal of Physics
Xu, Yong, Zhang, Hao, Li, Yongge, Zhou, Kuang, Liu, Qi, Kurths, Jürgen (2020): Solving Fokker-Planck equation using deep learning - Chaos
Zinchenko, Ekaterina, Klimova, Maria, Mamedova, Aysel, Agranovich, Ilana, Blokhina, Inna, Antonova, Tatiana, Terskov, Andrey, Shirokov, Alexander, Navolokin, Nikita, Morgun, Andrey, Osipova, Elena, Boytsova, Elizaveta, Yu, Tingting, Zhu, Dan, Kurths, Jürgen, Semyachkina-Glushkovskaya, Oxana (2020): Photostimulation of extravasation of Beta-Amyloid through the model of blood-brain barrier - Electronics
Suchithra, K. S., Gopalakrishnan, E. A., Surovyatkina, Elena, Kurths, Jürgen (2020): Rate-induced transitions and advanced takeoff in power systems - Chaos
Meng, Jun, Fan, Jingfang, Ludescher, Josef, Agarwal, Ankit, Chen, X., Bunde, A., Kurths, Jürgen, Schellnhuber, Hans Joachim (2020): Complexity-based approach for El Niño magnitude forecasting before the spring predictability barrier - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Li, Lixiang, Fang, Yuan, Liu, Liwei, Peng, Haipeng, Kurths, Jürgen, Yang, Yixian (2020): Overview of compressed sensing: sensing model, reconstruction algorithm, and its applications - Applied Sciences
Wang, Zhen, Jusup, Marko, Guo, Hao, Shi, Lei, Geček, Sunčana, Anand, Madhur, Perc, Matjaž, Bauch, Chris T., Kurths, Jürgen, Boccaletti, Stefano, Schellnhuber, Hans Joachim (2020): Communicating sentiment and outlook reverses inaction against collective risks - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Krönke, Jonathan, Wunderling, Nico, Winkelmann, Ricarda, Staal, Arie, Stumpf, Benedikt, Tuinenburg, Obbe A., Donges, Jonathan Friedemann (2020): Dynamics of tipping cascades on complex networks - Physical Review E
Leng, Siyang, Ma, Huanfei, Kurths, Jürgen, Lai, Ying-Cheng, Lin, Wei, Aihara, Kazuyuki, Chen, Luonan (2020): Partial cross mapping eliminates indirect causal influences - Nature Communications
Guo, Y., Luo, Y., Wang, W., Luo, X., Ge, C., Kurths, Jürgen, Yuan, M., Gao, Y. (2020): Fixed-time synchronization of complex-valued memristive BAM neural network and applications in image encryption and decryption - International Journal of Control, Automation and Systems
Sun, Fenglan, Tuo, Mingyan, Kurths, Jürgen, Zhu, Wei (2020): Finite-time consensus of leader-following multi-agent systems with multiple time delays over time-varying topology - International Journal of Control, Automation and Systems
Liu, Qi, Xu, Yong, Kurths, Jürgen (2020): Bistability and stochastic jumps in an airfoil system with viscoelastic material property and random fluctuations - Communications in Nonlinear Science and Numerical Simulation
Mei, Ruoxing, Xu, Yong, Li, Yongge, Kurths, Jürgen (2020): The steady current analysis in a periodic channel driven by correlated noises - Chaos, Solitons and Fractals
Rüdiger, Sten, Plietzsch, Anton, Sagués, Francesc, Sokolov, Igor M., Kurths, Jürgen (2020): Epidemics with mutating infectivity on small-world networks - Scientific Reports
Di Capua, Giorgia, Kretschmer, Marlene, Donner, Reik V., Hurk, B. van den, Vellore, R., Krishnan, R., Coumou, Dim (2020): Tropical and mid-latitude teleconnections interacting with the Indian summer monsoon rainfall: a theory-guided causal effect network approach - Earth System Dynamics
Barfuss, Wolfram, Donges, Jonathan Friedemann, Vasconcelos, Vitor V., Kurths, Jürgen, Levin, Simon A. (2020): Caring for the future can turn tragedy into comedy for long-term collective action under risk of collapse - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Yonkeu, Raoul Mbakob, Yamapi, René, Filatrella, Giovanni, Kurths, Jürgen (2020): Can Lévy noise induce coherence and stochastic resonances in a birhythmic van der Pol system? - European Physical Journal B
Tesfay, D., Wei, P., Zheng, Y., Duan, J., Kurths, Jürgen (2020): Transitions between metastable states in a simplified model for the thermohaline circulation under random fluctuations - Applied Mathematics and Computation
Fan, Jingfang, Meng, Jun, Liu, Yang, Ali Saberi, A., Kurths, Jürgen, Nagler, J. (2020): Universal gap scaling in percolation - Nature Physics
Donner, Reik V., Balasis, G., Stolbova, V., Georgiou, M., Wiedermann, Marc, Kurths, Jürgen (2019): Recurrence-based quantification of dynamical complexity in the Earth's magnetosphere at geospace storm timescales - Journal of Geophysical Research - Space Physics