Shreya Agrawal

11 papers A 1Misc 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting. CoRR Shreya Agrawal, Mohammed Alewi Hassen, Emmanuel Asiedu Brempong, Boris Babenko, Fred Zyda, Olivia Graham, Di Li, Samier Merchant, Santiago Hincapie Potes, Tyler Russell, Danny Cheresnick, Aditya Prakash Kakkirala, Stephan Rasp, Avinatan Hassidim, Yossi Matias, Nal Kalchbrenner, Pramod Gupta, Jason Hickey, Aaron Bell
2025	J	`jnl`	Beyond Next Word Prediction: Developing Comprehensive Evaluation Frameworks for measuring LLM performance on real world applications. CoRR Vishakha Agrawal, Archie Chaudhury, Shreya Agrawal
2023	J	`jnl`	A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts. CoRR Shreya Agrawal, Rob Carver, Cenk Gazen, Eric S. Maddy, Vladimir Krasnopolsky, Carla Bromberg, Zack Ontiveros, Tyler Russell, Jason Hickey, Sid-Ahmed Boukabara
2023	J	`jnl`	Deep Learning for Day Forecasts from Sparse Observations. CoRR Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner
2023	J	`jnl`	WeatherBench 2: A benchmark for the next generation of data-driven global weather models. CoRR 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
2022	J	`jnl`	Global Extreme Heat Forecasting Using Neural Weather Models. CoRR Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal, Jason Hickey
2021	J	`jnl`	Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks. CoRR Lasse Espeholt, Shreya Agrawal, Casper Kaae Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner
2020	J	`jnl`	MetNet: A Neural Weather Model for Precipitation Forecasting. CoRR Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner
2019	J	`jnl`	Machine Learning for Precipitation Nowcasting from Radar Images. CoRR Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, Jason Hickey
2016	Misc	`conf`	A Performance Comparison of Algorithms for Byzantine Agreement in Distributed Systems. EDCC Shreya Agrawal, Khuzaima Daudjee
2016	A	`conf`	Runtime Verification of k-Safety Hyperproperties in HyperLTL. CSF Shreya Agrawal, Borzoo Bonakdarpour