RL
Remi Lam
cs.LGphysics.ao-phmath.DSmath.OCphysics.data-anstat.MLcs.NAmath.NA
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
11 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
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
GraphCast: Learning skillful medium-range global weather forecasting2212.12794v2 · Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson et al.2022 · 155 citationsarXiv
Skilful precipitation nowcasting using deep generative models of radar.34588668 · Ravuri, Suman, Lenc, Karel, Willson, Matthew et al.2022 · 1,017 citationsNature. 2021;597(7878):672-677
Multifidelity Dimension Reduction via Active Subspaces1809.05567v2 · R'emi Lam, Olivier Zahm, Youssef Marzouk et al.2018 · 41 citationsarXiv
Contour location via entropy reduction leveraging multiple information sources1805.07489v3 · Alexandre N. Marques, Remi R. Lam, Karen E. Willcox2018 · 19 citationsNeurIPS 2018
Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling1711.04374v1 · Remi R. Lam, Lior Horesh, Haim Avron et al.2017 · 9 citationsarXiv
Career total: 26 works. 11 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.