Search Results for author: Navid C. Constantinou

Found 3 papers, 1 papers with code

Eigenvalue initialisation and regularisation for Koopman autoencoders

no code implementations23 Dec 2022 Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot

In addition, we suggest the "eigenloss" penalty scheme that penalises the eigenvalues of the Koopman operator during training.

Inductive Bias

Eddy saturation of the Southern Ocean: a baroclinic versus barotropic perspective

2 code implementations20 Jun 2019 Navid C. Constantinou, Andrew McC. Hogg

"Eddy saturation" is the regime in which the total time-mean volume transport of an oceanic current is relatively insensitive to the wind stress forcing and is often invoked as a dynamical description of Southern Ocean circulation.

Atmospheric and Oceanic Physics Fluid Dynamics

Formation of large-scale structures by turbulence in rotating planets

no code implementations26 Mar 2015 Navid C. Constantinou

The novelty is that jet formation and maintenance is studied as a dynamics of the statistics of the flow rather than a dynamics of individual realizations.

Atmospheric and Oceanic Physics Fluid Dynamics

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