Title |
|---|
 Can AI weather models predict out-of-distribution gray swan tropical cyclones?Proceedings of the National Academy of Sciences of the United States of America (PNAS), 2024 |
 Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme HeatwavesArtificial Intelligence for the Earth Systems (AI4ES), 2024 |
 AI for Extreme Event Modeling and Understanding: Methodologies and
Challenges Gustau Camps-Valls Miguel-Ángel Fernández-Torres Kai-Hendrik Cohrs Adrian Höhl A. Castelletti ...S. Salcedo-Sanz S. Sippel Spyros Kondylatos Tamara Happé T. Williams |
 Extreme heatwave sampling and prediction with analog Markov chain and
comparisons with deep learningEnvironmental Data Science (EDS), 2023 |
 Probabilistic forecasts of extreme heatwaves using convolutional neural
networks in a regime of lack of dataPhysical Review Fluids (PRFluids), 2022 |
 Global Extreme Heat Forecasting Using Neural Weather ModelsArtificial Intelligence for the Earth Systems (AIES), 2022 |
