Working Group Network- and machine-learning-based prediction of extreme events
Chen, X., Wu, F., Duan, J., Kurths, Jürgen, Li, X. (2019): Most probable dynamics of a genetic regulatory network under stable Lévy noise - Applied Mathematics and Computation
Safina, O. S., Voronov, A. V., Safin, A. R., Bulatov, M. F., Churikov, D. V., Surovyatkina, Elena (2019): Normal mode spectra of hierarchical ensembles of interconnected oscillators - Technical Physics Letters
Gavrilov, A., Seleznev, A., Mukhin, D., Loskutov, E., Feigin, A., Kurths, Jürgen (2019): Linear dynamical modes as new variables for data-driven ENSO forecast - Climate Dynamics
Protachevicz, P. R., Borges, F. S., Lameu, E. L., Ji, P., Iarosz, K. C., Kihara, A. H., Caldas, I. L:, Szezech, J. D., Baptista, M. S., Macau, E. E. N., Antonopoulos, C. G., Batista, A. M., Kurths, Jürgen (2019): Bistable firing pattern in a neural network model - Frontiers in Computational Neuroscience
Manoj, K., Pawar, S. A., Dange, S., Mondal, S., Sujith, R. I., Surovyatkina, Elena, Kurths, Jürgen (2019): Synchronization route to weak chimera in four candle-flame oscillators - Physical Review E
Gao, C., Su, Z., Liu, J., Kurths, Jürgen (2019): Even central users do not always drive information diffusion - Communications of the ACM
Semyachkina-Glushkovskaya, O., Navolokin, N., Bragin, D., Khorovodov, A., Klimova, M, Terskov, A., Mamedova, A., Kurths, Jürgen (2019): Laser stimulation of brain drainage and recovery after hemorrhagic stroke [Abstract] - Stroke
Li, X., Li, L., Yue, Z., Tang, X., Voss, H. U., Kurths, Jürgen, Yuan, Y. (2019): Sparse learning of partial differential equations with structured dictionary matrix - Chaos
Di Capua, Giorgia, Kretschmer, Marlene, Runge, J., Alessandri, A., Donner, Reik V., van den Hurk, B., Vellore, R., Krishnan, R., Coumou, Dim (2019): Long-lead statistical forecasts of the Indian Summer Monsoon rainfall based on causal precursors - Weather and Forecasting
Xu, Y., Zan, W., Jia, W., Kurths, Jürgen (2019): Path integral solutions of the governing equation of SDEs excited by Lévy white noise - Journal of Computational Physics
Fan, J., Cohen, K., Shekhtman, L. M., Liu, S., Meng, J., Louzoun, Y., Havlin, S. (2019): Topology of products similarity network for market forecasting - Applied Network Science
Ma, J., Xu, Y., Xu, W., Li, Y., Kurths, Jürgen (2019): Slowing down critical transitions via Gaussian white noise and periodic force - Science China Technological Sciences
Shukla, Roopam, Agarwal, Ankit, Gornott, Christoph, Sachdeva, K., Joshi, P. K. (2019): Farmer typology to understand differentiated climate change adaptation in Himalaya - Scientific Reports
Ma, J., Xu, Y., Li, Y., Tian, R., Kurths, Jürgen (2019): Predicting noise-induced critical transitions in bistable systems - Chaos
Rakshit, S., Bera, B. K., Kurths, Jürgen, Ghosh, D. (2019): Enhancing synchrony in multiplex network due to rewiring frequency - Philosophical Transactions of the Royal Society A - Mathematical, Physical and Engineering Sciences
Rathinasamy, Maheswaran, Agarwal, Ankit, Sivakumar, B., Marwan, Norbert, Kurths, Jürgen (2019): Wavelet analysis of precipitation extremes over India and teleconnections to climate indices - Stochastic Environmental Research and Risk Assessment
Pavlov, A. N., Grishina, D. S., Runnova, A. E., Maksimenko, V. A., Pavlova, O. N., Shchukovsky, N. V., Hramov, A. E., Kurths, Jürgen (2019): Recognition of electroencephalographic patterns related to human movements or mental intentions with multiresolution analysis - Chaos, Solitons & Fractals
Liu, D., Xu, Yong (2019): Random disordered periodical input induced chaos in discontinuous systems - International Journal of Bifurcation and Chaos
Wang, Z., Xu, Y., Li, Y., Kurths, Jürgen (2019): alpha-stable noise-induced coherence on a spatially extended Fitzhugh-Nagumo system - Journal of Statistical Mechanics: Theory and Experiment
Chen, Z., Zou, Y., Guan, S., Liu, Z., Kurths, Jürgen (2019): Fully solvable lower dimensional dynamics of Cartesian product of Kuramoto models - New Journal of Physics
Maksimenko, V. A., Frolov, N. S., Hramov, A. E., Runnova, A. E., Grubov, V. V., Kurths, Jürgen, Pisarchik, A. N. (2019): Neural interactions in a spatially-distributed cortical etwork during perceptual decision-making - Frontiers in Behavioral Neuroscience