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91探花
Juno Jupiter image

Peter Ukkonen PhD

PDRA

Research theme

  • Climate physics

Sub department

  • Atmospheric, Oceanic and Planetary Physics

Research groups

  • Atmospheric processes
peter.ukkonen@physics.ox.ac.uk
Robert Hooke Building, room F46
  • About
  • Publications

Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System

(2022)

Authors:

Peter Ukkonen, Robin Hogan

Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System

(2022)

Authors:

Peter Ukkonen, Robin Hogan

Exploring Pathways to More Accurate Machine Learning Emulation of Atmospheric Radiative Transfer

Journal of Advances in Modeling Earth Systems American Geophysical Union (AGU) 14:4 (2022)

Exploring pathways to more accurate machine learning emulation of atmospheric radiative transfer

(2021)

Accelerating Radiation Computations for Dynamical Models With Targeted Machine Learning and Code Optimization

Journal of Advances in Modeling Earth Systems American Geophysical Union (AGU) 12:12 (2020)

Authors:

Peter Ukkonen, Robert Pincus, Robin J Hogan, Kristian Pagh Nielsen, Eigil Kaas

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