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physics.flu-dyn2022★ 10 cited
Correlation function and linear response function of homogeneous isotropic turbulence in the Eulerian and Lagrangian coordinates
Takeshi Matsumoto, Michio Otsuki, Takeshi Ooshida +1
We study the correlation function and mean linear response function of the velocity Fourier mode of statistically steady-state, homogeneous and isotropic turbulence in the Eulerian…
physics.flu-dyn2020★ 42 cited
Transfer learning for nonlinear dynamics and its application to fluid turbulence
Masanobu Inubushi, Susumu Goto
We introduce transfer learning for nonlinear dynamics, which enables efficient predictions of chaotic dynamics by utilizing a small amount of data. For the Lorenz chaos, by optimiz…