JH
Jason Hickey
cs.LGphysics.ao-phcs.CVstat.MLastro-ph.GAastro-ph.IMcoarse grainingcomputational efficiencycomputational physicscond-mat.dis-nn
On Valency
published · living versionsW_8xe9byar·v1 · currentpublished
Machine Learning for Precipitation Nowcasting from Radar Images
with Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge +1
1 version
W_8dhkmaf9·v1published
Preprints & journals
13 papers in the corpus · 2009–2026Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework2605.05255v1 · Stuart Edris, Amy McGovern, Jason Hickey2026 · 0 citationsarXiv
An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting2510.13050v1 · Shreya Agrawal, Mohammed Alewi Hassen, Emmanuel Asiedu Brempong et al.2025 · 0 citationsarXiv
High-Resolution Building and Road Detection from Sentinel-22310.11622v3 · Wojciech Sirko, Emmanuel Asiedu Brempong, Juliana T. C. Marcos et al.2023 · 18 citationsarXiv
A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts2303.16301v1 · Shreya Agrawal, Rob Carver, Cenk Gazen et al.2023 · 7 citationsarXiv
Deep learning for twelve hour precipitation forecasts.36050311 · Espeholt, Lasse, Agrawal, Shreya, Sønderby, Casper et al.2022 · 255 citationsNature communications. 2022;13(1):5145
Global Extreme Heat Forecasting Using Neural Weather Models2205.10972v2 · Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal et al.2022 · 41 citationsArtificial Intelligence for the Earth Systems (2023)
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks2111.07470v1 · Lasse Espeholt, Shreya Agrawal, Casper S\onderby et al.2021 · 40 citationsarXiv
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data2010.07445v3 · Fantine Huot, R. Lily Hu, Matthias Ihme et al.2020 · 17 citationsarXiv
MetNet: A Neural Weather Model for Precipitation Forecasting2003.12140v2 · Casper Kaae S\onderby, Lasse Espeholt, Jonathan Heek et al.2020 · 295 citationsarXivon Valency
Machine Learning for Precipitation Nowcasting from Radar Images1912.12132v1 · Shreya Agrawal, Luke Barrington, Carla Bromberg et al.2019 · 228 citationsarXivon Valency
Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks.31314492 · Jiang, Jiaqi, Sell, David, Hoyer, Stephan et al.2020 · 392 citationsACS nano. 2019;13(8):8872-8878
Learning data-driven discretizations for partial differential equations.31311866 · Bar-Sinai, Yohai, Hoyer, Stephan, Hickey, Jason et al.2020 · 544 citationsProceedings of the National Academy of Sciences of the United States of America. 2019;116(31):15344-15349
Imaging faint brown dwarf companions close to bright stars with a small, well-corrected telescope aperture0903.4488v1 · E. Serabyn, D. Mawet, E. Bloemhof et al.2009 · 17 citationsAstrophys.J.696:40-46,2009
Career total: 87 works. 13 are in this corpus.
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