Physics-informed neural networks for the shallow-water equations on the
sphereJournal of Computational Physics (JCP), 2021 |
Sub-seasonal forecasting with a large ensemble of deep-learning weather
prediction modelsJournal of Advances in Modeling Earth Systems (JAMES), 2021 |
A generative adversarial network approach to (ensemble) weather
predictionNeural Networks (NN), 2020 |
Improving data-driven global weather prediction using deep convolutional
neural networks on a cubed sphereJournal of Advances in Modeling Earth Systems (JAMES), 2020 |