Peter Dueben

12 papers A* 1B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
High-Resolution Probabilistic Data-Driven Weather Modeling with a Stretched-Grid.
CoRR
Even Marius Nordhagen, Håvard Homleid Haugen, Aram Farhad Shafiq Salihi, Magnus Sikora Ingstad, Thomas Nils Nipen, Ivar Ambjørn Seierstad, Inger-Lise Frogner, Mariana Clare, Simon Lang, Matthew Chantry, Peter Dueben, Jørn Kristiansen
2024 J jnl
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization.
J. Mach. Learn. Res.
Lorenzo Pacchiardi, Rilwan A. Adewoyin, Peter Dueben, Ritabrata Dutta
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 B conf
An open science exploration of global 1-km simulations of the earth's atmosphere.
e-Science
Valentine Anantharaj, Samuel Hatfield, Inna Polichtchouk, Nils Wedi, Morgan E. O'Neill, Thomas Papatheodore, Peter Dueben
2022 J jnl
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast.
CoRR
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
2022 A* conf
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts.
NeurIPS
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
2021 J jnl
Machine Learning Emulation of Urban Land Surface Processes.
CoRR
David Meyer, Sue Grimmond, Peter Dueben, Robin J. Hogan, Maarten van Reeuwijk
2021 J jnl
Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization.
CoRR
Lorenzo Pacchiardi, Rilwan Adewoyin, Peter Dueben, Ritabrata Dutta
2021 J jnl
TRU-NET: a deep learning approach to high resolution prediction of rainfall.
Mach. Learn.
Rilwan A. Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2020 J jnl
Deep Learning for Post-Processing Ensemble Weather Forecasts.
CoRR
Peter Grönquist, Chengyuan Yao, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Shigang Li, Torsten Hoefler
2020 J jnl
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall.
CoRR
Rilwan Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2019 J jnl
Predicting Weather Uncertainty with Deep Convnets.
CoRR
Peter Grönquist, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Luca Lavarini, Shigang Li, Torsten Hoefler