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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hai-Yang Luo

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Review Aug 2026

Deep Learning–Driven Visual Intelligence for Chemical Instrument Monitoring: A Scoping Review From an Expert Systems Perspective

A comprehensive scoping review of deep learning–driven visual intelligence for industrial applications, with a specific focus on chemical instrument monitoring from an expert systems perspective, and highlights the gap between high‐performing vision models and their reliable integration into expert systems for chemical operations.

Qirui Li, Hai-Yang Luo, Zhiping Peng et al. · 0 citations

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