Peter Dueben

University of Oxford

United Kingdom

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Articles (12)

Year:

2024

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2023

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2022

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2022

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2022

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2022

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2022

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2021

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2021

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2021

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2021

Year:

2021

Collaborators (6)

Tim Palmer

Royal Society Research Professor

University of Oxford

UNITED KINGDOM

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Redouane Lguensat

FRANCE

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Andrew McRae

University of Oxford

UNITED KINGDOM

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Shannon L. Mason

UNITED KINGDOM

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Maarten van Reeuwijk

Imperial College London

UNITED KINGDOM

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Andrew Dawson

University of Oxford

UNITED KINGDOM

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Peter Dueben

Research Interests

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Articles (12)

Neural general circulation models for weather and climate

Deep learning for quality control of surface physiographic fields using satellite Earth observations

Machine Learning Emulation of Urban Land Surface Processes

A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts

Mixed‐Precision for Linear Solvers in Global Geophysical Flows

Deep Learning to Estimate Model Biases in an Operational NWP Assimilation System

Machine Learning Emulation of 3D Cloud Radiative Effects

More accuracy with less precision

A Comparison of Data‐Driven Approaches to Build Low‐Dimensional Ocean Models

Building Tangent‐Linear and Adjoint Models for Data Assimilation With Neural Networks

Bridging observations, theory and numerical simulation of the ocean using machine learning

Deep learning for post-processing ensemble weather forecasts

Collaborators (6)

Tim Palmer

Redouane Lguensat

Andrew McRae

Shannon L. Mason

Maarten van Reeuwijk

Andrew Dawson

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