Principal nonlinear dynamical modes of climate variability. D Mukhin, A Gavrilov, A Feigin, E Loskutov, J Kurths Scientific reports 5, 15510-15510, 2015 | 54* | 2015 |
Using the minimum description length principle for global reconstruction of dynamic systems from noisy time series YI Molkov, DN Mukhin, EM Loskutov, AM Feigin, GA Fidelin Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 80 (4 …, 2009 | 51 | 2009 |
Random dynamical models from time series YI Molkov, EM Loskutov, DN Mukhin, AM Feigin Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (3 …, 2012 | 46 | 2012 |
Predicting critical transitions in ENSO models. Part II: Spatially dependent models D Mukhin, D Kondrashov, E Loskutov, A Gavrilov, A Feigin, M Ghil Journal of Climate 28 (5), 1962-1976, 2015 | 43 | 2015 |
Modified Bayesian approach for the reconstruction of dynamical systems from time series DN Mukhin, AM Feigin, EM Loskutov, YI Molkov Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 73 (3 …, 2006 | 38 | 2006 |
Linear dynamical modes as new variables for data-driven ENSO forecast A Gavrilov, A Seleznev, D Mukhin, E Loskutov, A Feigin, J Kurths Climate Dynamics 52, 2199-2216, 2019 | 37 | 2019 |
Method for reconstructing nonlinear modes with adaptive structure from multidimensional data A Gavrilov, D Mukhin, E Loskutov, E Volodin, A Feigin, J Kurths Chaos: An Interdisciplinary Journal of Nonlinear Science 26 (12), 2016 | 33 | 2016 |
Prognosis of qualitative system behavior by noisy, nonstationary, chaotic time series YI Molkov, DN Mukhin, EM Loskutov, RI Timushev, AM Feigin Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 84 (3 …, 2011 | 32* | 2011 |
Predicting critical transitions in ENSO models. Part I: Methodology and simple models with memory D Mukhin, E Loskutov, A Mukhina, A Feigin, I Zaliapin, M Ghil Journal of Climate 28 (5), 1940-1961, 2015 | 28 | 2015 |
Markov chain Monte Carlo method in Bayesian reconstruction of dynamical systems from noisy chaotic time series EM Loskutov, YI Molkov, DN Mukhin, AM Feigin Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 77 (6 …, 2008 | 26 | 2008 |
Bayesian framework for simulation of dynamical systems from multidimensional data using recurrent neural network A Seleznev, D Mukhin, A Gavrilov, E Loskutov, A Feigin Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (12), 2019 | 23 | 2019 |
Prognosis of qualitative behavior of a dynamic system by the observed chaotic time series AM Feigin, YI Molkov, DN Mukhin, EM Loskutov Radiophysics and quantum electronics 44, 348-367, 2001 | 22 | 2001 |
Bayesian data analysis for revealing causes of the middle Pleistocene transition D Mukhin, A Gavrilov, E Loskutov, J Kurths, A Feigin Scientific Reports 9 (1), 7328, 2019 | 19 | 2019 |
Bayesian optimization of empirical model with state-dependent stochastic forcing A Gavrilov, E Loskutov, D Mukhin Chaos, Solitons & Fractals 104, 327-337, 2017 | 19 | 2017 |
Bayesian approach to retrieval of vertical ozone profile from radiometry data DN Mukhin, AM Feigin, YI Molkov, EV Suvorov Advances in Space Research 37 (12), 2292-2298, 2006 | 19 | 2006 |
An atmospheric signal lowering the spring predictability barrier in statistical ENSO forecasts D Mukhin, A Gavrilov, A Seleznev, M Buyanova Geophysical Research Letters 48 (6), e2020GL091287, 2021 | 16 | 2021 |
Investigation of nonlinear dynamical properties by the observed complex behaviour as a basis for construction of dynamical models of atmospheric photochemical systems AM Feigin, YI Molkov, DN Mukhin, EM Loskutov Faraday Discussions 120, 105-123, 2002 | 15 | 2002 |
Nonlinear reconstruction of global climate leading modes on decadal scales D Mukhin, A Gavrilov, E Loskutov, A Feigin, J Kurths Climate Dynamics 51, 2301-2310, 2018 | 14 | 2018 |
Improving statistical prediction and revealing nonlinearity of ENSO using observations of ocean heat content in the tropical Pacific A Seleznev, D Mukhin Climate Dynamics 60 (1), 1-15, 2023 | 13 | 2023 |
Empirical mode with a variable spatial-temporal structure and the dynamics of superradiant lasers ER Kocharovskaya, AS Gavrilov, VV Kocharovsky, EM Loskutov, ... Journal of Physics: Conference Series 740 (1), 012007, 2016 | 12 | 2016 |