1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.DC2026
From Pilots to Production: Lessons in Cross-Institutional Federated Training and Artificial Intelligence for Science
Olivera Kotevska, Max Carlson, Yan Gao +10
Many of the most valuable scientific datasets cannot be centralized: they are proprietary, export-controlled, classified, or bound by data-sovereignty restrictions. This inverts th…
stat.AP2024★ 1 cited
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…