2 papers
stat.AP2024
Entropy-based feature selection for capturing impacts in Earth system models with extreme forcing
Jerry Watkins, Luca Bertagna, Graham Harper +3
This paper presents the development of a new entropy-based feature selection method for identifying and quantifying impacts. Here, impacts are defined as statistically significant…
cs.DC2024
In-situ data extraction for pathway analysis in an idealized atmosphere configuration of E3SM
Andrew Steyer, Luca Bertagna, Graham Harper +3
We propose an approach for characterizing source-impact pathways, the interactions of a set of variables in space-time due to an external forcing, in climate models using in-situ a…