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#data science Oct 2026

An Ontology Construction Framework for Asset Lifecycle Management: Agentic Travelling Approach with Field Application in Shale Oil Wellbore Maintenance

Abstract The rapid deployment of AI-native applications in complex wellbore operations requires unified, high-quality data integration to sustain continuous model evolution and reliable asset lifecycle management. However, heterogeneity in standards, semantics, and system architectures across legacy operational dataset...

H. Chen, W. Huang, Y. Zhao et al. · 0 citations

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