FA
Ferran Alet
cs.LGstat.MLcs.CVcs.ROphysics.ao-phcs.AIcs.DScs.SYeess.SY
On Valency
published · living versionsW_rsyunb62·v1 · currentpublished
WeatherNext 3: Increasing resolution and performance of global weather models with raw observations
with Stephan Rasp, Boris Babenko, Dominic Masters, Andrew El-Kadi +20
1 version
Preprints & journals
18 papers in the corpus · 2017–2026WeatherNext 3: Increasing resolution and performance of global weather models with raw observations2609.03582v1 · Stephan Rasp, Boris Babenko, Dominic Masters et al.2026 · 0 citationsarXivon Valency
Operational tropical cyclone forecasting with AI.42717078 · Alet, Ferran, Andersson, Tom R, Price, Ilan et al.2026 · 1 citationNature. 2026;657(8132):680-688
Skillful joint probabilistic weather forecasting from marginals2506.10772v1 · Ferran Alet, Ilan Price, Andrew El-Kadi et al.2025 · 4 citationsarXiv
Functional Risk Minimization2412.21149v1 · Ferran Alet, Clement Gehring, Tom'as Lozano-P'erez et al.2024 · 0 citationsarXiv
Probabilistic weather forecasting with machine learning.39633054 · Price, Ilan, Sanchez-Gonzalez, Alvaro, Alet, Ferran et al.2024 · 430 citationsNature. 2025;637(8044):84-90
GenCast: Diffusion-based ensemble forecasting for medium-range weather2312.15796v2 · Ilan Price, Alvaro Sanchez-Gonzalez, Ferran Alet et al.2023 · 66 citationsarXiv
Learning skillful medium-range global weather forecasting.37962497 · Lam, Remi, Sanchez-Gonzalez, Alvaro, Willson, Matthew et al.2023 · 1,453 citationsScience (New York, N.Y.). 2023;382(6677):1416-1421
Neural Relational Inference with Fast Modular Meta-learning2310.07015v1 · Ferran Alet, Erica Weng, Tom'as Lozano P'erez et al.2023 · 29 citationsarXiv
GraphCast: Learning skillful medium-range global weather forecasting2212.12794v2 · Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson et al.2022 · 155 citationsarXiv
Noether Networks: Meta-Learning Useful Conserved Quantities2112.03321v1 · Ferran Alet, Dylan Doblar, Allan Zhou et al.2021 · 11 citationsarXiv
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time2009.10623v5 · Ferran Alet, Maria Bauza, Kenji Kawaguchi et al.2020 · 6 citationsarXiv
Meta-learning curiosity algorithms2003.05325v1 · Ferran Alet, Martin F. Schneider, Tomas Lozano-Perez et al.2020 · 43 citationsarXiv
Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video1910.00618v2 · Maria Bauza, Ferran Alet, Yen-Chen Lin et al.2019 · 19 citationsarXiv
Graph Element Networks: adaptive, structured computation and memory1904.09019v5 · Ferran Alet, Adarsh K. Jeewajee, Maria Bauza et al.2019 · 43 citationsarXiv
Modular meta-learning in abstract graph networks for combinatorial generalization1812.07768v1 · Ferran Alet, Maria Bauza, Alberto Rodriguez et al.2018 · 1 citationarXiv
Modular meta-learning1806.10166v2 · Ferran Alet, Tom'as Lozano-P'erez, Leslie P. Kaelbling2018 · 52 citationsarXiv
Finding Frequent Entities in Continuous Data1805.02874v1 · Ferran Alet, Rohan Chitnis, Leslie P. Kaelbling et al.2018 · 0 citationsIJCAI 2018
Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching1710.01330v5 · Andy Zeng, Shuran Song, Kuan-Ting Yu et al.2017 · 480 citationsarXiv
Career total: 25 works. 18 are in this corpus.
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