activity
20042023
most citedTransfer learning for nonlinear dynamics and its application to fluid turbulence

42 citations · 210 across the 14 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

physics.flu-dyn2023★ 1 cited

Space-local Navier--Stokes turbulence

Ryo Araki, Wouter J. T. Bos, Susumu Goto

We investigate the physical-space locality of interactions in three-dimensional incompressible turbulent flow. To that, we modify the nonlinear terms of the vorticity equation such…

physics.flu-dyn2023★ 11 cited

Characterizing Data Assimilation in Navier-Stokes Turbulence with Transverse Lyapunov Exponents

Masanobu Inubushi, Yoshitaka Saiki, Miki U. Kobayashi +1

Data assimilation (DA) reconstructing small-scale turbulent structures is crucial for forecasting and understanding turbulence. This study proposes a theoretical framework for DA b…