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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Rahim Shoghi

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Review Open access Aug 2026

Digital Twin Technology in Pipeline Engineering: A Study Review of Applications, Challenges, and Future Directions

This paper proposes a unified reference architecture for pipeline digital twins, supported by a mathematical formulation of synchronization and a comparative synthesis of existing approaches, and outlines future research directions, including the development of hybrid modeling techniques, edge computing integration, an...

Hamed Azimi, Rahim Shoghi, H. Shiri · 1 citation

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