492 citations
- Princeton UniversityUS22 papers
- Courant Institute of Mathematical SciencesUS5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- New York UniversityUS4 papers
- Sorbonne UniversitéFR4 papers
- University of WashingtonUS4 papers
- CEA Paris-SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Institut Pierre-Simon LaplaceFR3 papers
- Laboratoire des Sciences du Climat et de l'EnvironnementFR3 papers
- Laboratoire d'Océanographie et du Climat : Expérimentations et Approches NumériquesFR3 papers
- École Normale Supérieure de LyonFR2 papers
5 papers · 1 filter
Surface Quasigeostrophic Turbulence in Variable Stratification
Houssam Yassin, Stephen M. Griffies
Numerical and observational evidence indicates that, in regions where mixed-layer instability is active, the surface geostrophic velocity is largely induced by surface buoyancy ano…
Spatio-temporal coarse-graining decomposition of the global ocean geostrophic kinetic energy
Michele Buzzicotti, Benjamin A. Storer, Hemant Khatri +2
We expand on a recent determination of the first global energy spectrum of the ocean's surface geostrophic circulation (Storer et al., 2022) using a coarse-graining (CG) method. We…
Bridging observation, theory and numerical simulation of the ocean using Machine Learning
Maike Sonnewald, Redouane Lguensat, Daniel C. Jones +3
Progress within physical oceanography has been concurrent with the increasing sophistication of tools available for its study. The incorporation of machine learning (ML) techniques…
Will Artificial Intelligence supersede Earth System and Climate Models?
Christopher Irrgang, Niklas Boers, Maike Sonnewald +4
We outline a perspective of an entirely new research branch in Earth and climate sciences, where deep neural networks and Earth system models are dismantled as individual methodolo…
On the Discrete Normal Modes of Quasigeostrophic Theory
Houssam Yassin, Stephen M. Griffies
The discrete baroclinic modes of quasigeostrophic theory are incomplete and the incompleteness manifests as a loss of information in the projection process. The incompleteness of t…