Peter D. Düben

19 papers A* 1A 1B 1Misc 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 A* conf
DiffDA: a Diffusion model for weather-scale Data Assimilation.
ICML
Langwen Huang, Lukas Gianinazzi, Yuejiang Yu, Peter D. Düben, Torsten Hoefler
2024 J jnl
DiffDA: a diffusion model for weather-scale data assimilation.
CoRR
Langwen Huang, Lukas Gianinazzi, Yuejiang Yu, Peter D. Düben, Torsten Hoefler
2024 J jnl
Neural general circulation models for weather and climate.
Nat.
Dmitrii Kochkov, Janni Yuval, Ian Langmore, Peter C. Norgaard, Jamie A. Smith, Griffin Mooers, Milan Klöwer, James Lottes, Stephan Rasp, Peter D. Düben, Sam Hatfield, Peter W. Battaglia, Alvaro Sanchez-Gonzalez, Matthew Willson, Michael P. Brenner, Stephan Hoyer
2023 J jnl
Neural General Circulation Models.
CoRR
Dmitrii Kochkov, Janni Yuval, Ian Langmore, Peter C. Norgaard, Jamie A. Smith, Griffin Mooers, James Lottes, Stephan Rasp, Peter D. Düben, Milan Klöwer, Sam Hatfield, Peter W. Battaglia, Alvaro Sanchez-Gonzalez, Matthew Willson, Michael P. Brenner, Stephan Hoyer
2022 J jnl
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts.
CoRR
Lucy Harris, Andrew T. T. McRae, Matthew Chantry, Peter D. Düben, Tim N. Palmer
2021 J jnl
Compressing atmospheric data into its real information content.
Nat. Comput. Sci.
Milan Klöwer, Miha Razinger, Juan J. Dominguez, Peter D. Düben, Tim N. Palmer
2021 J jnl
Machine Learning Emulation of 3D Cloud Radiative Effects.
CoRR
David Meyer, Robin J. Hogan, Peter D. Düben, Shannon L. Mason
2021 J jnl
Mixed-precision for Linear Solvers in Global Geophysical Flows.
CoRR
Jan Ackmann, Peter D. Düben, Tim N. Palmer, Piotr K. Smolarkiewicz
2021 J jnl
Resilience and fault tolerance in high-performance computing for numerical weather and climate prediction.
Int. J. High Perform. Comput. Appl.
Tommaso Benacchio, Luca Bonaventura, Mirco Altenbernd, Chris D. Cantwell, Peter D. Düben, Mike Gillard, Luc Giraud, Dominik Göddeke, Erwan Raffin, Keita Teranishi, Nils Wedi
2021 J jnl
The digital revolution of Earth-system science.
Nat. Comput. Sci.
Peter Bauer, Peter D. Düben, Torsten Hoefler, Tiago Quintino, Thomas C. Schulthess, Nils P. Wedi
2020 J jnl
Machine-Learned Preconditioners for Linear Solvers in Geophysical Fluid Flows.
CoRR
Jan Ackmann, Peter D. Düben, Tim N. Palmer, Piotr K. Smolarkiewicz
2019 — conf
Accelerating High-Resolution Weather Models with Deep-Learning Hardware.
PASC
Sam Hatfield, Matthew Chantry, Peter D. Düben, Tim N. Palmer
2017 J jnl
Exploiting the chaotic behaviour of atmospheric models with reconfigurable architectures.
Comput. Phys. Commun.
Francis P. Russell, Peter D. Düben, Xinyu Niu, Wayne Luk, Tim N. Palmer
2017 B conf
Validating optimisations for chaotic simulations.
FPL
James Stanley Targett, Peter D. Düben, Wayne Luk
2015 Misc conf
Architectures and Precision Analysis for Modelling Atmospheric Variables with Chaotic Behaviour.
FCCM
Francis P. Russell, Peter D. Düben, Xinyu Niu, Wayne Luk, Tim N. Palmer
2015 — conf
Lower precision for higher accuracy: Precision and resolution exploration for shallow water equations.
FPT
James Stanley Targett, Xinyu Niu, Francis P. Russell, Wayne Luk, Stephen Jeffress, Peter D. Düben
2015 A conf
Opportunities for energy efficient computing: a study of inexact general purpose processors for high-performance and big-data applications.
DATE
Peter D. Düben, Jeremy Schlachter, Parishkrati, Sreelatha Yenugula, John Augustine, Christian C. Enz, Krishna V. Palem, Tim N. Palmer
2014 J jnl
The use of imprecise processing to improve accuracy in weather & climate prediction.
J. Comput. Phys.
Peter D. Düben, Hugh McNamara, Tim N. Palmer
2012 J jnl
A discontinuous/continuous low order finite element shallow water model on the sphere.
J. Comput. Phys.
Peter D. Düben, Peter Korn, Vadym Aizinger