2 papers
physics.ao-ph2021
A comparison of data-driven approaches to build low-dimensional ocean models
Niraj Agarwal, Dmitri Kondrashov, Peter Dueben +2
We present a comprehensive inter-comparison of linear regression (LR), stochastic, and deep-learning approaches for reduced-order statistical emulation of ocean circulation. The re…
physics.flu-dyn2019
Clustering of floating tracers in weakly divergent velocity fields
Konstantin Koshel, Dmitry V. Stepanov, Eugene A. Ryzhov +2
This work focuses on buoyant tracers floating on the ocean surface and treats the geostrophic and ageostrophic surface velocities as the 2D solenoidal (non-divergent) and potential…