67 citations · 67 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2022
Direct data-driven forecast of local turbulent heat flux in Rayleigh-Bénard convection
Sandeep Pandey, Philipp Teutsch, Patrick Mäder +1
A combined convolutional autoencoder-recurrent neural network machine learning model is presented to analyse and forecast the dynamics and low-order statistics of the local convect…
physics.flu-dyn2020★ 67 cited
Reservoir computing model of two-dimensional turbulent convection
Sandeep Pandey, Jörg Schumacher
Reservoir computing is applied to model the large-scale evolution and the resulting low-order turbulence statistics of a two-dimensional turbulent Rayleigh-Bénard convection flow a…