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…