Cover Image

Adjoint-based online learning of two-layer quasi-geostrophic baroclinic turbulence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Fei Er, Frezat, Hugo, Sommer, Julien Le, Mak, Julian, Otness, Karl
Format:	Preprint
Published:	2024
Subjects:	Atmospheric and Oceanic Physics Machine Learning Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quantitatively mapping the Eady model onto a two-layer quasi-geostrophic model
by: Meunier, Julie, et al.
Published: (2025)

Critical latitude in global quasi-geostrophic flow on a rotating sphere
by: Franken, Arnout, et al.
Published: (2024)

A conservative low-order model for Boussinesq baroclinic fronts
by: Yovel, Nadav, et al.
Published: (2026)

Multiple states of two-dimensional turbulence above topography
by: He, Jiyang, et al.
Published: (2024)

Revealing the drivers of turbulence anisotropy over flat and complex terrain: an interpretable machine learning approach
by: Mosso, Samuele, et al.
Published: (2025)

Stratification, turbulence organization, and pressure-strain effects on surface-layer turbulence anisotropy
by: Stiperski, Ivana, et al.
Published: (2025)

Building transport models from baroclinic wave experimental data
by: Agaoglou, M., et al.
Published: (2024)

Submesoscale and boundary layer turbulence under mesoscale forcing in the upper ocean
by: Peng, S., et al.
Published: (2026)

Cascades transition in generalised two-dimensional turbulence
by: Jha, Vibhuti Bhushan, et al.
Published: (2023)

Measuring fluxes between wave and geostrophic features in rotating non-hydrostatic flows with variable stratification
by: Early, Jeffrey J., et al.
Published: (2025)

Scale-awareness in an eddy energy constrained mesoscale eddy parameterization
by: Mak, Julian, et al.
Published: (2023)

Edge-wave phase-shifts versus normal-mode phase-tilts in an Eady problem with a sloping boundary
by: Mak, Julian, et al.
Published: (2024)

Accelerated Bayesian calibration and uncertainty quantification of RANS turbulence model parameters for stratified atmospheric boundary layer flows
by: Shin, E. Y., et al.
Published: (2025)

Langmuir turbulence in suspended kelp farms
by: Bo, Tong, et al.
Published: (2024)

Properties and baroclinic instability of stratified thermal upper-ocean flow
by: Beron-Vera, F. J., et al.
Published: (2024)

The energy- and flux budget theory for surface layers in atmospheric convective and stably stratified turbulence
by: Rogachevskii, I., et al.
Published: (2021)

Experimental study of turbulent thermal diffusion of inertial particles in a convective turbulence forced by oscillating grids
by: Elmakies, E., et al.
Published: (2026)

On idealized models of turbulent condensation in clouds
by: Abade, G. C.
Published: (2025)

Emergent vorticity asymmetry of one and two-layer shallow water system captured by a next-order balanced model
by: Dù, Ryan Shìjié, et al.
Published: (2024)

Machine-learning identification of the variability of mean velocity and turbulence intensity for wakes generated by onshore wind turbines: Cluster analysis of wind LiDAR measurements
by: Iungo, G. Valerio, et al.
Published: (2021)

Phenomenology of decaying turbulence beneath surface waves
by: Wagner, Gregory L., et al.
Published: (2025)

Large-scale self-organisation in dry turbulent atmospheres
by: Alexakis, Alexandros, et al.
Published: (2024)

Generative AI for subgrid turbulence in large-eddy simulations
by: Cheng, Yu, et al.
Published: (2025)

Resolvent model-based analyses of coherent structures in Langmuir turbulence
by: Xuan, Anqing, et al.
Published: (2025)

Thermoacoustic internal gravity wave turbulence in the Earth's lower atmosphere
by: Adhikary, S. Das, et al.
Published: (2025)

Energy spectra of non-local internal gravity wave turbulence
by: Lanchon, Nicolas, et al.
Published: (2023)

A global summary of seafloor topography influenced by turbulent water mixing
by: van Haren, Hans, et al.
Published: (2024)

Reynolds stress decay modeling informed by anisotropically forced homogeneous turbulence
by: Homan, Ty, et al.
Published: (2024)

Extreme vertical drafts as drivers of Lagrangian dispersion in stably stratified turbulent flows
by: Reartes, Christian, et al.
Published: (2025)

Direct Lagrangian tracking simulation of droplet growth in vertically-developing turbulent cloud
by: Iwashima, Masaya, et al.
Published: (2026)

A stochastic model for the turbulent ocean heat flux under Arctic sea ice
by: Toppaladoddi, Srikanth, et al.
Published: (2021)

Global sonde datasets do not support a mesoscale transition in the turbulent energy cascade
by: DeWitt, Thomas D., et al.
Published: (2025)

Spatial and temporal distribution of stratospheric turbulence from global high-resolution radiosonde data
by: Ko, Han-Chang, et al.
Published: (2026)

A model for drift velocity mediated scalar eddy diffusivity in homogeneous turbulent flows
by: Shende, Omkar B., et al.
Published: (2023)

Tidally dominated flows past a three-dimensional topography: Wake vortices, turbulence, and mixing
by: Aravind, H. M., et al.
Published: (2025)

Connecting finite-time Lyapunov exponents with supersaturation and droplet dynamics in the bulk of a turbulent cloud
by: Pushenko, Vladyslav, et al.
Published: (2023)

Large-scale semi-organized rolls in a sheared convective turbulence: Mean-field simulations
by: Asulin, A., et al.
Published: (2024)

Thermodynamic growth of sea ice: assessing the role of salinity using a quasi-static modelling framework
by: Jones, David W. Rees
Published: (2024)

The vertical velocity skewness in the atmospheric boundary layer without buoyancy and Coriolis effects
by: Buono, Elia, et al.
Published: (2024)

On the departure from Monin-Obukhov surface similarity and transition to the convective mixed layer
by: Heisel, Michael, et al.
Published: (2023)