Peter Ukkonen PhD: Publications

Representing sub-grid processes in weather and climate models via sequence learning

(2024)

Authors:

Peter Ukkonen, Matthew Chantry

Twelve Times Faster yet Accurate: A New State‐Of‐The‐Art in Radiation Schemes via Performance and Spectral Optimization

Journal of Advances in Modeling Earth Systems American Geophysical Union (AGU) 16:1 (2024)

Authors:

Peter Ukkonen, Robin J Hogan

Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System: RRTMGP-NN 2.0

Geoscientific Model Development Copernicus Publications 16:11 (2023) 3241-3261

Authors:

Peter Ukkonen, Robin J Hogan

Emulating radiative transfer in a numerical weather prediction model

Copernicus Publications (2023)

Authors:

Matthew Chantry, Peter Ukkonen, Robin Hogan, Peter Dueben

Fast computation of cloud 3D radiative effects in dynamical models by optimizing the ecRad scheme

(2023)

Authors:

Peter Ukkonen, Robin J Hogan

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Peter Ukkonen PhD

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Representing sub-grid processes in weather and climate models via sequence learning

Authors:

Twelve Times Faster yet Accurate: A New State‐Of‐The‐Art in Radiation Schemes via Performance and Spectral Optimization

Authors:

Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System: RRTMGP-NN 2.0

Authors:

Emulating radiative transfer in a numerical weather prediction model

Authors:

Fast computation of cloud 3D radiative effects in dynamical models by optimizing the ecRad scheme

Authors:

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Peter Ukkonen PhD

Research theme

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Representing sub-grid processes in weather and climate models via sequence learning

Authors:

Twelve Times Faster yet Accurate: A New State‐Of‐The‐Art in Radiation Schemes via Performance and Spectral Optimization

Authors:

Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System: RRTMGP-NN 2.0

Authors:

Emulating radiative transfer in a numerical weather prediction model

Authors:

Fast computation of cloud 3D radiative effects in dynamical models by optimizing the ecRad scheme

Authors: