Domain Bounds as a Silent-Fault Detector for AI-Ready Scientific Data

Kathryn Knight, Patrick Widener, Heather Bort

We address an incipient type of data-based faults, driven by increasing amounts of data reuse in AI-enhanced computational science workflows. A dataset is created under specific co…