An update to ECMWF's machine-learned weather forecast model AIFS
Fuente:
arXiv
Saved in:
| Main Authors: | Moldovan, Gabriel, Pinnington, Ewan, Nemesio, Ana Prieto, Lang, Simon, Bouallègue, Zied Ben, Dramsch, Jesper, Alexe, Mihai, Cruz, Mario Santa, Hahner, Sara, Cook, Harrison, Theissen, Helen, Clare, Mariana, O'Brien, Cathal, Polster, Jan, Magnusson, Linus, Mertes, Gert, Pinault, Florian, Raoult, Baudouin, de Rosnay, Patricia, Forbes, Richard, Chantry, Matthew |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AIFS -- ECMWF's data-driven forecasting system
by: Lang, Simon, et al.
Published: (2024)
by: Lang, Simon, et al.
Published: (2024)
AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score
by: Lang, Simon, et al.
Published: (2024)
by: Lang, Simon, et al.
Published: (2024)
AIFS-COMPO: A Global Data-Driven Atmospheric Composition Forecasting System
by: Harder, Paula, et al.
Published: (2026)
by: Harder, Paula, et al.
Published: (2026)
Representing the Surface Ocean in ECMWF's data-driven forecasting system AIFS
by: Hahner, Sara, et al.
Published: (2026)
by: Hahner, Sara, et al.
Published: (2026)
Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models
by: Brazidec, Joffrey Dumont Le, et al.
Published: (2026)
by: Brazidec, Joffrey Dumont Le, et al.
Published: (2026)
The rise of data-driven weather forecasting
by: Ben-Bouallegue, Zied, et al.
Published: (2023)
by: Ben-Bouallegue, Zied, et al.
Published: (2023)
Evaluation of Precipitation Observations Across Ecuador
by: Angela Iza‐Wong, et al.
Published: (2026)
by: Angela Iza‐Wong, et al.
Published: (2026)
Regional data-driven weather modeling with a global stretched-grid
by: Nipen, Thomas Nils, et al.
Published: (2024)
by: Nipen, Thomas Nils, et al.
Published: (2024)
"What is a realistic forecast?" Assessing data-driven weather forecasts, a journey from verification to falsification
by: Bouallègue, Zied Ben
Published: (2026)
by: Bouallègue, Zied Ben
Published: (2026)
Casting Light on Dependency Structures in Ensemble Forecasts With the 2‐D Rank Histogram
by: Zied Ben Bouallègue
Published: (2025)
by: Zied Ben Bouallègue
Published: (2025)
Data driven weather forecasts trained and initialised directly from observations
by: McNally, Anthony, et al.
Published: (2024)
by: McNally, Anthony, et al.
Published: (2024)
GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
by: Alexe, Mihai, et al.
Published: (2024)
by: Alexe, Mihai, et al.
Published: (2024)
Learning Coupled Earth System Dynamics with GraphDOP
by: Boucher, Eulalie, et al.
Published: (2025)
by: Boucher, Eulalie, et al.
Published: (2025)
Robustness of AI-based weather forecasts in a changing climate
by: Rackow, Thomas, et al.
Published: (2024)
by: Rackow, Thomas, et al.
Published: (2024)
Using data assimilation tools to dissect GraphDOP
by: Laloyaux, Patrick, et al.
Published: (2025)
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)
by: Lean, Peter, et al.
Published: (2025)
Prévisions météorologiques basées sur l'intelligence artificielle : une révolution peut en cacher une autre
by: Ben-Bouallegue, Zied, et al.
Published: (2024)
by: Ben-Bouallegue, Zied, et al.
Published: (2024)
Observation-guided Interpolation Using Graph Neural Networks for High-Resolution Nowcasting in Switzerland
by: Miralles, Ophélia, et al.
Published: (2025)
by: Miralles, Ophélia, et al.
Published: (2025)
Círculo vicioso: inseguridad académica y privatización en las universidades occidentales
by: Claire Polster
Published: (2021)
by: Claire Polster
Published: (2021)
Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators
by: Wesselkamp, Marieke, et al.
Published: (2024)
by: Wesselkamp, Marieke, et al.
Published: (2024)
Processes controlling extratropical near‐tropopause humidity and temperature in the ECMWF global weather forecast model
by: Jake Bland, et al.
Published: (2024)
by: Jake Bland, et al.
Published: (2024)
Phases of the Second World War in Djebel Trozza: Where the World Converged on Tunisian Soil during the Tunisian Campaign (1942–1943)
by: Bouallegue Karim
Published: (2026)
by: Bouallegue Karim
Published: (2026)
On square-zero elements in the IIB supersymmetry algebra
by: Hahner, Fabian
Published: (2025)
by: Hahner, Fabian
Published: (2025)
Taunting the Useful
by: Fromet de Rosnay, Emile
Published: (2024)
by: Fromet de Rosnay, Emile
Published: (2024)
Legal and Institutional Challenges for Opening Data across Public Sectors: Towards Common Policy Solutions
by: Melanie Dulong de Rosnay
Published: (2014)
by: Melanie Dulong de Rosnay
Published: (2014)
Introduction: Development practice, power and public authority
by: Tom Kirk, et al.
Published: (2024)
by: Tom Kirk, et al.
Published: (2024)
Escolas mistas, escolas normais: a coeducação e a feminização do magistério no século XIX
by: June E. Hahner
Published: (2011)
by: June E. Hahner
Published: (2011)
The AIFS Institute: Building a better food system through AI
by: Ilias Tagkopoulos, et al.
Published: (2024)
by: Ilias Tagkopoulos, et al.
Published: (2024)
The limits of autonomous critical thinking
by: Andrei Moldovan
Published: (2025)
by: Andrei Moldovan
Published: (2025)
Assimilation of solar‐induced fluorescence satellite observations in the European Centre for Medium‐Range Weather Forecasts integrated forecast system
by: Sébastien Garrigues, et al.
Published: (2026)
by: Sébastien Garrigues, et al.
Published: (2026)
Overview of the French and European Regulations on Aerial Drones
by: Laurène Baudouin
Published: (2021)
by: Laurène Baudouin
Published: (2021)
Eleven-dimensional supergravity as a Calabi-Yau twofold
by: Hahner, Fabian, et al.
Published: (2023)
by: Hahner, Fabian, et al.
Published: (2023)
Recent electroweak measurements from the CMS experiment
by: Alexe, Cristina-Andreea
Published: (2026)
by: Alexe, Cristina-Andreea
Published: (2026)
The ecological forecast limit revisited: Potential, absolute and relative system predictability
by: Marieke Wesselkamp, et al.
Published: (2025)
by: Marieke Wesselkamp, et al.
Published: (2025)
The ecological forecast limit revisited: Potential, actual and relative system predictability
by: Wesselkamp, Marieke, et al.
Published: (2024)
by: Wesselkamp, Marieke, et al.
Published: (2024)
Forecast Errors Attributed to Synoptic Features
by: Qidi Yu, et al.
Published: (2025)
by: Qidi Yu, et al.
Published: (2025)
AI-AI Esthetic Collaboration with Explicit Semiotic Awareness and Emergent Grammar Development
by: Moldovan, Nicanor I.
Published: (2025)
by: Moldovan, Nicanor I.
Published: (2025)
Interference effects as a function of semantic similarity in the translation recognition task in bilinguals of Catalan and Spanish
by: Cornelia D. Moldovan
Published: (2012)
by: Cornelia D. Moldovan
Published: (2012)
cathalmills/vbd_renewal: Pre-publication release
by: Cathal Mills
Published: (2025)
by: Cathal Mills
Published: (2025)
The Rise of the Knowledge Sculptor: A New Archetype for Knowledge Work in the Age of Generative AI
by: Doyle, Cathal
Published: (2025)
by: Doyle, Cathal
Published: (2025)
Similar Items
-
AIFS -- ECMWF's data-driven forecasting system
by: Lang, Simon, et al.
Published: (2024) -
AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score
by: Lang, Simon, et al.
Published: (2024) -
AIFS-COMPO: A Global Data-Driven Atmospheric Composition Forecasting System
by: Harder, Paula, et al.
Published: (2026) -
Representing the Surface Ocean in ECMWF's data-driven forecasting system AIFS
by: Hahner, Sara, et al.
Published: (2026) -
Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models
by: Brazidec, Joffrey Dumont Le, et al.
Published: (2026)