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

Author

Haifeng Zhang

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2 papers indexed here

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Open access Sep 2026

PNG-Net: Physics Noise-Guided Network for Infrared Image Nonuniformity Correction

Infrared thermal imaging is widely used for industrial fault diagnosis because it enables non-contact measurements and reveals temperature anomalies. However, detector nonuniformity degrades image quality and can affect subsequent analysis. Existing nonuniformity correction (NUC) methods face a trade-off between suppre...

Ming Mei, Hai-Feng Zhang, Hong-Yuan Wang · 0 citations
Jul 2026

A time–frequency transformer-CNN gated hybrid framework for ship pump remaining useful life prediction

Shipborne pump systems play a crucial role in transportation, drainage, and auxiliary operations, directly supporting the safe operation of ships and the daily activities of crew members. Accurate prediction of the remaining useful life (RUL) of such systems is therefore essential for early fault awareness, maintenance...

Wenpu Wang, Jiqiu Li, Yuqing Li et al. · 0 citations

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