5th DPHEP Collaboration Workshop

Session

Post - Workshop contributions

6 Mar 2026, 17:00

13/2-005 (CERN)

77. Data ORchestration Agent (DORA) for AI-Ready Scientific Data in Large-Scale Facilities

Zhengde Zhang (中国科学院高能物理研究所)

06/03/2026, 17:00

Scientific discovery increasingly relies on AI models, which require high-quality, AI-ready datasets. Yet, managing and preserving complex data from large-scale facilities remains a bottleneck. This report introduces the Data ORchestration Agent (DORA), an AI-driven framework designed to automate and optimize the entire data lifecycle—from processing to preservation and provisioning—ensuring...