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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

Author

Zhu Xiang

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Open access Aug 2026

An MBSE-Driven Digital Twin Framework with Semantic Enhancement for Cross-Phase Collaborative Management in Complex Product Systems

Results indicate a feasible engineering pathway from perceptive DT functions toward reasoning-enabled collaborative decision support, and case-level evidence of improved cross-phase coordination under controlled disturbance scenarios is provided.

Zhu Xiang, Ming-Hao Li, Tian-Yang Lei et al. · 0 citations

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