On data-driven induction of the low-frequency variability in a coarse-resolution ocean model

Dynamic mode decomposition of numerical and experimental data

Peter J. Schmid · Journal of Fluid Mechanics · 2010 · 5.5K citations · Full text

Numerical Analysis, Aeroacoustics, Reduced Order Modeling +19

Isopycnal Mixing in Ocean Circulation Models

Peter R. Gent, James C. McWilliams · Journal of Physical Oceanography · 1990 · 3.2K citations

Geophysics, Layer Thickness, Subgrid-scale Form +11

Machine Learning for Fluid Mechanics

Annual Review of Fluid Mechanics · 2019 · 2.4K citations · Full text

Applications of Deep Learning to Ocean Data Inference and Subgrid Parameterization

Thomas Bolton, Laure Zanna · Journal of Advances in Modeling Earth Systems · 2019 · 398 citations · Full text

Convolutional Neural Network, Ocean Monitoring, Deep Neural Networks +13

PIPs and POPs: The reduction of complex dynamical systems using principal interaction and oscillation patterns

Klaus Hasselmann · Journal of Geophysical Research Atmospheres · 1988 · 394 citations

Forecasting Methodology, Complex Dynamical Systems, Oscillation Patterns +21