Peter Ukkonen

Evaluation of Thunderstorm Predictors for Finland Using Reanalyses and Neural Networks

Antti Mäkelä, Agostino Manzato, Peter Ukkonen, 2017 .

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

Peter Ukkonen, 2022, Journal of Advances in Modeling Earth Systems.

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

R. Hogan, Peter Ukkonen, 2022 .

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

Peter Ukkonen, 2021, Journal of Advances in Modeling Earth Systems.

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

Robert Pincus, Eigil Kaas, Kristian Pagh Nielsen, 2020, Journal of Advances in Modeling Earth Systems.

Evaluation of Machine Learning Classifiers for Predicting Deep Convection

Antti Mäkelä, Peter Ukkonen, Peter Ukkonen, 2019, Journal of Advances in Modeling Earth Systems.

Evaluation of thunderstorm predictors in Finland from ECMWF reanalyses and lightning location data

Peter Ukkonen, 2015 .

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

R. Hogan, Peter Ukkonen, 2023 .