Principal nonlinear dynamical modes of climate variability D Mukhin, A Gavrilov, A Feigin, E Loskutov, J Kurths Scientific reports 5 (1), 15510, 2015 | 53 | 2015 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Analysis of 20th century surface air temperature using linear dynamical modes A Gavrilov, S Kravtsov, D Mukhin Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (12), 2020 | 10 | 2020 |
Optimal fast single-pulse readout of qubits AL Pankratov, AS Gavrilov Physical Review B 81 (5), 052501, 2010 | 9 | 2010 |
Principal nonlinear dynamical modes of climate variability. Sci. Rep., 5, 15510 D Mukhin, A Gavrilov, A Feigin, E Loskutov, J Kurths | 7 | 2015 |
Spectral-Dynamical Peculiarities of Polarization of the Active Medium and Space-Time Empirical Modes of a Laser with a Low-Q Cavity EP Kocharovskaya, AS Gavrilov, VV Kocharovsky, EM Loskutov, ... Radiophysics and Quantum Electronics 61, 806-833, 2019 | 5 | 2019 |
Forced response and internal variability in ensembles of climate simulations: identification and analysis using linear dynamical mode decomposition A Gavrilov, S Kravtsov, M Buyanova, D Mukhin, E Loskutov, A Feigin Climate Dynamics 62 (3), 1783-1810, 2024 | 3 | 2024 |
Forced signal and predictability in a prototype climate model: Implications for fingerprinting based detection in the presence of multidecadal natural variability S Kravtsov, A Gavrilov, M Buyanova, E Loskutov, A Feigin Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (12), 2022 | 3 | 2022 |
Simulation of complex systems using the observed data based on recurrent artificial neural networks AF Seleznev, AS Gavrilov, DN Mukhin, EM Loskutov, AM Feigin Radiophysics and Quantum Electronics 61, 893-907, 2019 | 3 | 2019 |
Applying interval stability concept to empirical model of middle Pleistocene transition E Loskutov, V Vdovin, V Klinshov, A Gavrilov, D Mukhin, A Feigin Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (2), 2022 | 2 | 2022 |
Data-driven stochastic model for cross-interacting processes with different time scales A Gavrilov, E Loskutov, A Feigin Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (2), 2022 | 2 | 2022 |
Optimal data-driven models of forced dynamical systems: general approach and examples from climate DN Mukhin, AF Seleznev, AS Gavrilov, AM Feigin Izvestiya VUZ. Applied Nonlinear Dynamics 29 (4), 571-602, 2021 | 2 | 2021 |