Aleksei Seleznev

Linear dynamical modes as new variables for data-driven ENSO forecast

Andrey Gavrilov, Aleksei Seleznev, Dmitry Mukhin et al. · Climate Dynamics · 2018 · 36 citations

Forecasting Methodology, Linear Dynamical Modes, Engineering +6

Bayesian framework for simulation of dynamical systems from multidimensional data using recurrent neural network

Aleksei Seleznev, Dmitry Mukhin, Andrey Gavrilov et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2019 · 23 citations

Engineering, Machine Learning, Bayesian Framework +18

An Atmospheric Signal Lowering the Spring Predictability Barrier in Statistical ENSO Forecasts

Dmitry Mukhin, Andrey Gavrilov, Aleksei Seleznev et al. · Geophysical Research Letters · 2021 · 23 citations · Full text

Engineering, Weather Forecasting, Climate Modeling +17

Improving statistical prediction and revealing nonlinearity of ENSO using observations of ocean heat content in the tropical Pacific

Aleksei Seleznev · Climate Dynamics · 2022 · 20 citations

Climatology, Engineering, Physical Oceanography +10

Shape of collision-broadened lines of carbon monoxide

Aleksei Seleznev, G.V. Fedoseev, М.А. Koshelev et al. · Journal of Quantitative Spectroscopy and Radiative Transfer · 2015 · 15 citations

Engineering, Detonation Phenomenon, Physics +4