13 citations · 16 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CE2026
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…
cs.AI2026★ 1 cited
Automated Data Readiness for Scientific AI
Sean R. Wilkinson, Valentine G. Anantharaj, Jong Youl Choi +8
Leadership computing facilities steward large-scale scientific datasets that routinely require substantial transformation before serving as AI training data. However, no existing f…