AS
Alvaro Sanchez-Gonzalez
cs.LGstat.MLcs.AIphysics.ao-phphysics.comp-phcs.SIphysics.atom-phquant-phastro-ph.COastro-ph.IM
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
39 papers in the corpus · 2013–2026WeatherNext 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
Neural general circulation models for weather and climate.39039241 · Kochkov, Dmitrii, Yuval, Janni, Langmore, Ian et al.2024 · 452 citationsNature. 2024;632(8027):1060-1066
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
WeatherBench 2: A benchmark for the next generation of data-driven global weather models2308.15560v2 · Stephan Rasp, Stephan Hoyer, Alexander Merose et al.2023 · 240 citationsarXiv
GraphCast: Learning skillful medium-range global weather forecasting2212.12794v2 · Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson et al.2022 · 155 citationsarXiv
Learning rigid dynamics with face interaction graph networks2212.03574v1 · Kelsey R. Allen, Yulia Rubanova, Tatiana Lopez-Guevara et al.2022 · 8 citationsarXiv
TF-GNN: Graph Neural Networks in TensorFlow2207.03522v2 · Oleksandr Ferludin, Arno Eigenwillig, Martin Blais et al.2022 · 17 citationsarXiv
Pre-training via Denoising for Molecular Property Prediction2206.00133v2 · Sheheryar Zaidi, Michael Schaarschmidt, James Martens et al.2022 · 32 citationsarXiv
Physical Design using Differentiable Learned Simulators2202.00728v1 · Kelsey R. Allen, Tatiana Lopez-Guevara, Kimberly Stachenfeld et al.2022 · 17 citationsarXiv
Learned Coarse Models for Efficient Turbulence Simulation2112.15275v3 · Kimberly Stachenfeld, Drummond B. Fielding, Dmitrii Kochkov et al.2021 · 26 citations(2022) International Conference on Learning Representations
Constraint-based graph network simulator2112.09161v2 · Yulia Rubanova, Alvaro Sanchez-Gonzalez, Tobias Pfaff et al.2021 · 13 citationsarXiv
Learning ground states of quantum Hamiltonians with graph networks2110.06390v1 · Dmitrii Kochkov, Tobias Pfaff, Alvaro Sanchez-Gonzalez et al.2021 · 11 citationsarXiv
ETA Prediction with Graph Neural Networks in Google Maps2108.11482v1 · Austin Derrow-Pinion, Jennifer She, David Wong et al.2021 · 217 citationsarXiv
Large-scale graph representation learning with very deep GNNs and self-supervision2107.09422v1 · Ravichandra Addanki, Peter W. Battaglia, David Budden et al.2021 · 15 citationsarXiv
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond2106.07971v2 · Jonathan Godwin, Michael Schaarschmidt, Alexander Gaunt et al.2021 · 8 citationsarXiv
Correlation Driven Transient Hole Dynamics Resolved in Space and Time in the Isopropanol Molecule2105.06507v1 · T. Barillot, O. Alexander, B. Cooper et al.2021 · 46 citationsPhys. Rev. X 11, 031048 (2021)
Learning Mesh-Based Simulation with Graph Networks2010.03409v4 · Tobias Pfaff, Meire Fortunato, Alvaro Sanchez-Gonzalez et al.2020 · 399 citationsInternational Conference on Learning Representations (ICLR), 2021
Discovering Symbolic Models from Deep Learning with Inductive Biases2006.11287v2 · Miles Cranmer, Alvaro Sanchez-Gonzalez, Peter Battaglia et al.2020 · 297 citationsarXiv
Learning to Simulate Complex Physics with Graph Networks2002.09405v2 · Alvaro Sanchez-Gonzalez, Jonathan Godwin, Tobias Pfaff et al.2020 · 601 citationsarXiv
Photoemission from non-polar aromatic molecules in the gas and liquid phase.32022040 · Longetti, L, Randulová, M, Ojeda, J et al.2020 · 7 citationsPhysical chemistry chemical physics : PCCP. 2020;22(7):3965-3974
Combining Q-Learning and Search with Amortized Value Estimates1912.02807v2 · Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez et al.2019 · 30 citationsarXiv
Object-oriented state editing for HRL1910.14361v1 · Victor Bapst, Alvaro Sanchez-Gonzalez, Omar Shams et al.2019 · 1 citationarXiv
Hamiltonian Graph Networks with ODE Integrators1909.12790v1 · Alvaro Sanchez-Gonzalez, Victor Bapst, Kyle Cranmer et al.2019 · 100 citationsarXiv
Evidence of Extreme Ultraviolet Superfluorescence in Xenon.31386513 · Mercadier, L, Benediktovitch, A, Weninger, C et al.2019 · 35 citationsPhysical review letters. 2019;123(2):023201
Structured agents for physical construction1904.03177v2 · Victor Bapst, Alvaro Sanchez-Gonzalez, Carl Doersch et al.2019 · 49 citationsarXiv
CompILE: Compositional Imitation Learning and Execution1812.01483v2 · Thomas Kipf, Yujia Li, Hanjun Dai et al.2018 · 36 citationsarXiv
Graph networks as learnable physics engines for inference and control1806.01242v1 · Alvaro Sanchez-Gonzalez, Nicolas Heess, Jost Tobias Springenberg et al.2018 · 370 citationsarXiv
Relational inductive biases, deep learning, and graph networks1806.01261v3 · Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst et al.2018 · 2,241 citationsarXiv
X-ray Free Electron Laser Determination of Crystal Structures of Dark and Light States of a Reversibly Photoswitching Fluorescent Protein at Room Temperature.28880248 · Hutchison, Christopher D M, Cordon-Preciado, Violeta, Morgan, Rhodri M L et al.2018 · 20 citationsInternational journal of molecular sciences. 2017;18(9)
Accurate prediction of X-ray pulse properties from a free-electron laser using machine learning.28580940 · Sanchez-Gonzalez, A, Micaelli, P, Olivier, C et al.2018 · 104 citationsNature communications. 2017;8:15461
Stimulated X-ray Raman scattering - a critical assessment of the building block of nonlinear X-ray spectroscopy.27711899 · Kimberg, Victor, Sanchez-Gonzalez, Alvaro, Mercadier, Laurent et al.2018 · 32 citationsFaraday discussions. 2016;194:305-324
Attosecond processes and X-ray spectroscopy: general discussion.27901538 · Milne, Chris J, Weber, Peter M, Kowalewski, Markus et al.2018 · 0 citationsFaraday discussions. 2016;194:427-462
The response of a neutral atom to a strong laser field probed by transient absorption near the ionisation threshold1512.07652v1 · E. R. Simpson, A. Sanchez-Gonzalez, D. R. Austin et al.2015 · 1 citationarXiv
Ultrafast isomerization initiated by X-ray core ionization.26354002 · Liekhus-Schmaltz, Chelsea E, Tenney, Ian, Osipov, Timur et al.2016 · 115 citationsNature communications. 2015;6:8199
Experimental simulation of simultaneous vision.23233256 · de Gracia, Pablo, Dorronsoro, Carlos, Sánchez-González, Álvaro et al.2013 · 46 citationsInvestigative ophthalmology & visual science. 2013;54(1):415-22
Career total: 54 works. 39 are in this corpus.
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