:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	de Villeroché, Armand, Mouradi, Rem-Sophia, Guen, Vincent Le, Cheng, Sibo, Bocquet, Marc, Farchi, Alban, Armand, Patrick, Massin, Patrick
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Atmospheric and Oceanic Physics
Online Access:	https://arxiv.org/abs/2603.25635
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards diffusion models for large-scale sea-ice modelling
by: Finn, Tobias Sebastian, et al.
Published: (2024)

Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble
by: Bocquet, Marc, et al.
Published: (2024)

Emergent conservation in atmospheric chemical mechanisms
by: Rodriguez, Beatriz Lucia G., et al.
Published: (2026)

Generative AI models capture realistic sea-ice evolution from days to decades
by: Finn, Tobias Sebastian, et al.
Published: (2025)

Towards data-driven mass spectrometry in atmospheric science
by: Sandström, Hilda, et al.
Published: (2023)

A nudge to the truth: atom conservation as a hard constraint in models of atmospheric composition using an uncertainty-weighted correction
by: Sturm, Patrick Obin, et al.
Published: (2024)

MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade
by: Gaikwad, Shreyas Sunil, et al.
Published: (2024)

Hybrid physics-data-driven modeling for sea ice thermodynamics and transfer learning
by: De Cillis, Giovanni, et al.
Published: (2026)

On the Methodology for Assessing Vegetation Impacts on the Atmospheric Branch of the Hydrological Cycle
by: Makarieva, A. M., et al.
Published: (2026)

Strengthening national capability in urban climate science: an Australian perspective
by: Nazarian, Negin, et al.
Published: (2025)

Hyperlocal urban NO2 hotspot modeling driven by microscopic traffic data
by: Weger, Michael, et al.
Published: (2026)

Convective environments within Mediterranean cyclones
by: Portal, Alice, et al.
Published: (2024)

Runaway processes in the upper and lower atmosphere: a change of paradigm
by: Chilingarian, A.
Published: (2025)

Multiphase buffering by ammonia sustains sulfate production in atmospheric aerosols
by: Zheng, Guangjie, et al.
Published: (2024)

Role of the ocean for fast atmospheric evolution revealed by machine learning
by: Antonio, Bobby, et al.
Published: (2026)

Future changes in land and atmospheric variables: An analysis of their couplings in the Iberian Peninsula
by: Ojeda, Matilde García-Valdecasas, et al.
Published: (2024)

On the force of vertical winds in the upper atmosphere -- consequences for small biological particles
by: Berera, Arjun, et al.
Published: (2020)

Coupling hotspots: distinguishing between positive and negative land-atmosphere interaction
by: Yin, Jun, et al.
Published: (2024)

Top-of-atmosphere radiation over the last millennium reconstructed from proxies
by: Stiller, Dominik, et al.
Published: (2025)

Quantifying urban and landfill methane emissions in the United States using TROPOMI satellite data
by: Wang, Xiaolin, et al.
Published: (2025)

Ensemble Kalman filter in latent space using a variational autoencoder pair
by: Pasmans, Ivo, et al.
Published: (2025)

Topology of shallow-water waves on the rotating sphere
by: Perez, Nicolas, et al.
Published: (2024)

Optical turbulence in the atmospheric surface layer at the Pamir Plateau Muztagh-ata site
by: Gu, Wenbo, et al.
Published: (2024)

Effects of the Coriolis force on the coherent structures in conventionally neutral atmospheric boundary layers
by: Wang, Changlong, et al.
Published: (2025)

Global near-real-time daily emissions of atmospheric pollutants from power plants
by: Li, Tao, et al.
Published: (2026)

Estimating scalar turbulent fluxes with slow response sensors in the stable atmospheric boundary layer
by: Allouche, Mohammad, et al.
Published: (2024)

Top- and bottom-heavy vertical velocity structures: physical modes of layered atmospheric models
by: Ahmed, Fiaz, et al.
Published: (2025)

Identifying atmospheric fronts based on diabatic processes using the dynamic state index (DSI)
by: Mack, Laura, et al.
Published: (2022)

Abrupt and persistent atmospheric circulation changes in the North Atlantic under La Niña conditions
by: García-Burgos, Marina, et al.
Published: (2024)

Stable Boundary Layers with Subsidence: Scaling and Similarity of the Truly Steady State
by: Bon, Thijs, et al.
Published: (2024)

SWIFT: A Monotonic, Flux-Form Semi-Lagrangian Tracer Transport Scheme for Flow with Large Courant Numbers
by: Bendall, Thomas M., et al.
Published: (2024)

Metastability, atmospheric midlatitude circulation regimes and large-scale teleconnection: a data-driven approach
by: Mukhin, Dmitry, et al.
Published: (2024)

Omega-blocks with spatially compounding extremes over Europe are highly sensitive to remote atmospheric drivers
by: Mittermeier, Magdalena, et al.
Published: (2026)

A unified neural background-error covariance model for midlatitude and tropical atmospheric data assimilation
by: Melinc, Boštjan, et al.
Published: (2025)

Revealing recurrent regimes of mid-latitude atmospheric variability using novel machine learning method
by: Mukhin, Dmitry, et al.
Published: (2024)

Climatological variability of a thunderstorm environment dataset in tropical and temperate regions
by: Dowdy, Andrew, et al.
Published: (2025)

ACE2-NEMO: Coupling an ML atmospheric emulator to a full-depth dynamical ocean model
by: Antonio, Bobby, et al.
Published: (2026)

Using data assimilation tools to dissect GraphDOP
by: Laloyaux, Patrick, et al.
Published: (2025)

Learning from nature: insights into GraphDOP's representations of the Earth System
by: Lean, Peter, et al.
Published: (2025)

Highly inhomogeneous interactions between background climate and urban warming across typical local climate zones in heatwave and non-heatwave days
by: Kong, Jing, et al.
Published: (2024)