Peter Dueben

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Weakly Supervised

Conditional Probability Distributions

Top Venues

Publications

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 (2023)
Valentine Anantharaj, Samuel Hatfield, Inna Polichtchouk, Nils Wedi, Morgan E. O'Neill, Thomas Papatheodore, Peter Dueben
An open science exploration of global 1-km simulations of the earth's atmosphere. e-Science (2022)
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts. NeurIPS (2022)
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast. CoRR (2022)
Lorenzo Pacchiardi, Rilwan Adewoyin, Peter Dueben, Ritabrata Dutta
Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization. CoRR (2021)
David Meyer, Sue Grimmond, Peter Dueben, Robin J. Hogan, Maarten van Reeuwijk
Machine Learning Emulation of Urban Land Surface Processes. CoRR (2021)
Rilwan A. Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
TRU-NET: a deep learning approach to high resolution prediction of rainfall. Mach. Learn. 110 (8) (2021)
Peter Grönquist, Chengyuan Yao, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Shigang Li, Torsten Hoefler
Deep Learning for Post-Processing Ensemble Weather Forecasts. CoRR (2020)
Rilwan Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall. CoRR (2020)
Peter Grönquist, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Luca Lavarini, Shigang Li, Torsten Hoefler
Predicting Weather Uncertainty with Deep Convnets. CoRR (2019)