Shreya Agrawal

According to our database, Shreya Agrawal authored at least 9 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

WeatherBench 2: A benchmark for the next generation of data-driven global weather models.

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

CoRR, 2023

Deep Learning for Day Forecasts from Sparse Observations.

Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner

CoRR, 2023

A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts.

Shreya Agrawal, Rob Carver, Cenk Gazen, Eric S. Maddy, Vladimir Krasnopolsky, Carla Bromberg, Zack Ontiveros, Tyler Russell, Jason Hickey, Sid-Ahmed Boukabara

CoRR, 2023

2022

Global Extreme Heat Forecasting Using Neural Weather Models.

Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal, Jason Hickey

CoRR, 2022

2021

Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks.

Lasse Espeholt, Shreya Agrawal, Casper Kaae Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner

CoRR, 2021

2020

MetNet: A Neural Weather Model for Precipitation Forecasting.

Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner

CoRR, 2020

2019

Machine Learning for Precipitation Nowcasting from Radar Images.

Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, Jason Hickey

CoRR, 2019

2016

A Performance Comparison of Algorithms for Byzantine Agreement in Distributed Systems.

Shreya Agrawal, Khuzaima Daudjee

Proceedings of the 12th European Dependable Computing Conference, 2016

Runtime Verification of k-Safety Hyperproperties in HyperLTL.

Shreya Agrawal, Borzoo Bonakdarpour

Proceedings of the IEEE 29th Computer Security Foundations Symposium, 2016