Working Group Network- and machine-learning-based prediction of extreme events
Protachevicz, Paulo R., Borges, Fernando S., Iarosz, Kelly C., Baptista, Murilo S., Lameu, Ewandson L., Hansen, Matheus, Caldas, Iberê L., Szezech, José D., Batista, Antonio M., Kurths, Jürgen (2020): Influence of delayed conductance on neuronal synchronization - Frontiers in Physiology
Hassanibesheli, Forough, Boers, Niklas, Kurths, Jürgen (2020): Reconstructing complex system dynamics from time series: a method comparison - New Journal of Physics
Wang, Xin, Wang, Hui, Li, Chuandong, Huang, Tingwen, Kurths, Jürgen (2020): Improved consensus conditions for multi-agent systems with uncertain topology: the generalized transition rates case - IEEE Transactions on Network Science and Engineering
Tang, Xiuchuan, Huo, Wei, Yuan, Ye, Li, Xiuting, Shi, Ling, Ding, Han, Kurths, Jürgen (2020): Dynamical network size estimation from local observations - New Journal of Physics
Kasthuri, Praveen, Pavithran, Induja, Krishnan, Abin, Pawar, Samadhan A., Sujith, R. I., Gejji, Rohan, Anderson, William, Marwan, Norbert, Kurths, Jürgen (2020): Recurrence analysis of slow–fast systems - Chaos
Singh, M., Krishnan, R., Goswami, Bedartha, Choudhury, A. D., Swapna, P., Vellore, R., Prajeesh, A. G., Sandeep, N., Venkataraman, C., Donner, Reik V., Marwan, Norbert, Kurths, Jürgen (2020): Fingerprint of volcanic forcing on the ENSO–Indian monsoon coupling - Science Advances
Gelbrecht, Maximilian, Kurths, Jürgen, Hellmann, Frank (2020): Monte Carlo basin bifurcation analysis - New Journal of Physics
Zou, Y., Donner, Reik V., Marwan, Norbert, Donges, Jonathan Friedemann, Kurths, Jürgen (2020): Nonlinear time series analysis by means of complex networks - Scientia Sinica: Physica, Mechanica et Astronomica
Agarwal, Ankit, Marwan, Norbert, Maheswaran, Rathinasamy , Öztürk, Ugur, Kurths, Jürgen, Merz, Bruno (2020): Optimal design of hydrometric station networks based on complex network analysis - Hydrology and Earth System Sciences
Semyachkina-Glushkovskaya, Oxana, Borisova, Ekaterina, Mantareva, Vanya, Angelov, Ivan, Eneva, Ivelina, Terskov, Andrey, Mamedova, Aysel, Shirokov, Alexander, Khorovodov, Alexander, Klimova, Maria, Agranovich, Ilana, Blokhina, Inna, Lezhnev, Nikita, Kurths, Jürgen (2020): Photodynamic opening of the blood–brain barrier using different photosensitizers in mice - Applied Sciences
Semyachkina-Glushkovskaya, Oxana, Abdurashitov, Arkady, Dubrovsky, Alexander, Klimova, Maria, Agranovich, Ilana, Terskov, Andrey, Shirokov, Alexander, Vinnik, Valeria, Kuzmina, Anna, Lezhnev, Nikita, Blokhina, Inna, Shnitenkova, Anastassia, Tuchin, Valery, Rafailov, Edik, Kurths, Jürgen (2020): Photobiomodulation of lymphatic drainage and clearance: perspective strategy for augmentation of meningeal lymphatic functions - Biomedical Optics Express
Feng, Minyu, Deng, Liang-Jian, Chen, Feng, Perc, Matjaž, Kurths, Jürgen (2020): The accumulative law and its probability model: an extension of the Pareto distribution and the log-normal distribution - Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences
Rüdiger, Sten, Plietzsch, Anton, Sagués, Francesc, Sokolov, Igor M., Kurths, Jürgen (2020): Epidemics with mutating infectivity on small-world networks - Scientific Reports
Pavithran, I., Unni, V. R., Varghese, A. J., Sujith, R. I., Saha, A., Marwan, Norbert, Kurths, Jürgen (2020): Universality in the emergence of oscillatory instabilities in turbulent flows - EPL (Europhysics Letters)
Wang, Weiping, Jia, Xiao, Wang, Zhen, Luo, Xiong, Li, Lixiang, Kurths, Jürgen, Yuan, Manman (2020): Fixed-time synchronization of fractional order memristive MAM neural networks by sliding mode control - Neurocomputing
Pavlov, A. N., Dubrovsky, A. I., Koronovskii, A. A., Pavlova, O. N., Semyachkina-Glushkovskaya, O. V., Kurths, Jürgen (2020): Extended detrended fluctuation analysis of electroencephalograms signals during sleep and the opening of the blood–brain barrier - Chaos
Ji, Yuxi, He, Wei, Cheng, Shijie, Kurths, Jürgen, Zhan, Meng (2020): Dynamic Network Characteristics of Power-electronics-based Power Systems - Scientific Reports
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
Fan, Jingfang, Meng, Jun, Liu, Yang, Ali Saberi, A., Kurths, Jürgen, Nagler, J. (2020): Universal gap scaling in percolation - Nature Physics
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