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Shreya Agrawal
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2020 – today
- 2023
- [i7]Shreya Agrawal, Rob Carver, Cenk Gazen, Eric S. Maddy, Vladimir Krasnopolsky, Carla Bromberg, Zack Ontiveros, Tyler Russell, Jason Hickey, Sid-Ahmed Boukabara:
A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts. CoRR abs/2303.16301 (2023) - [i6]Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner:
Deep Learning for Day Forecasts from Sparse Observations. CoRR abs/2306.06079 (2023) - [i5]Stephan Rasp, Stephan Hoyer, Alexander Merose, Ian Langmore, Peter W. Battaglia, Tyler Russell, Alvaro Sanchez-Gonzalez, Vivian Yang, Rob Carver, Shreya Agrawal, Matthew Chantry, Zied Ben Bouallegue, Peter Dueben, Carla Bromberg, Jared Sisk, Luke Barrington, Aaron Bell, Fei Sha:
WeatherBench 2: A benchmark for the next generation of data-driven global weather models. CoRR abs/2308.15560 (2023) - 2022
- [i4]Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal, Jason Hickey:
Global Extreme Heat Forecasting Using Neural Weather Models. CoRR abs/2205.10972 (2022) - 2021
- [i3]Lasse Espeholt, Shreya Agrawal, Casper Kaae Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner:
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks. CoRR abs/2111.07470 (2021) - 2020
- [i2]Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner:
MetNet: A Neural Weather Model for Precipitation Forecasting. CoRR abs/2003.12140 (2020)
2010 – 2019
- 2019
- [i1]Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, Jason Hickey:
Machine Learning for Precipitation Nowcasting from Radar Images. CoRR abs/1912.12132 (2019) - 2016
- [c2]Shreya Agrawal, Borzoo Bonakdarpour:
Runtime Verification of k-Safety Hyperproperties in HyperLTL. CSF 2016: 239-252 - [c1]Shreya Agrawal, Khuzaima Daudjee:
A Performance Comparison of Algorithms for Byzantine Agreement in Distributed Systems. EDCC 2016: 249-260
Coauthor Index
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