Transformer-based nowcasting of radar composites from satellite images
for severe weatherArtificial Intelligence for the Earth Systems (AIES), 2023 |
Finding the right XAI method -- A Guide for the Evaluation and Ranking
of Explainable AI Methods in Climate ScienceArtificial Intelligence for the Earth Systems (AI4ES), 2023 |
A Machine Learning Tutorial for Operational Meteorology, Part II: Neural
Networks and Deep LearningWeather and forecasting (WAF), 2022 |
Developing a Series of AI Challenges for the United States Department of
the Air ForceIEEE Conference on High Performance Extreme Computing (HPEC), 2022 |
Investigating the fidelity of explainable artificial intelligence
methods for applications of convolutional neural networks in geoscienceArtificial Intelligence for the Earth Systems (AI4ES), 2022 |
Evaluation, Tuning and Interpretation of Neural Networks for
Meteorological ApplicationsBulletin of The American Meteorological Society - (BAMS) (BAMS), 2020 |