CG
Cenk Gazen
cs.LGphysics.ao-phphysics.comp-phcs.CVDeep Learningmultifidelity methodsneural networksphysics.flu-dynstat.MLsurrogate modeling
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
Preprints & journals
8 papers in the corpus · 2019–2026High-resolution simulations reveal positive global warming feedback from Pacific low clouds.42497251 · Chammas, Sheide, Wang, Qing, Schneider, Tapio et al.2026 · 1 citationScience advances. 2026;12(30):eaec8488
High-resolution simulations unravel intensification mechanisms of pyrocumulonimbus clouds2507.01237v2 · Qing Wang, Cenk Gazen, Matthias Ihme et al.2025 · 0 citationsarXiv
Uncertainty quantification in coupled wildfire-atmosphere simulations at scale.39712072 · Schwerdtner, Paul, Law, Frederick, Wang, Qing et al.2025 · 3 citationsPNAS nexus. 2024;3(12):pgae554
FireBench: A High-fidelity Ensemble Simulation Framework for Exploring Wildfire Behavior and Data-driven Modeling2406.08589v2 · Qing Wang, Matthias Ihme, Cenk Gazen et al.2024 · 1 citationarXiv
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
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks2111.07470v1 · Lasse Espeholt, Shreya Agrawal, Casper S\onderby et al.2021 · 40 citationsarXiv
Machine Learning for Precipitation Nowcasting from Radar Images1912.12132v1 · Shreya Agrawal, Luke Barrington, Carla Bromberg et al.2019 · 228 citationsarXivon Valency
Career total: 24 works. 8 are in this corpus.
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