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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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

PNG-Net achieves a PSNR of 48.92 dB and an SSIM of 0.990, outperforming the compared methods in these two metrics, and global residual learning is adopted to predict the nonuniformity correction residual.

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...

Wen-Pu Wang, Ji-Qiu Li, Yuqing Li et al. · 0 citations

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