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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

Dun Xiong

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Preprint Sep 2026

High-capacity computing with self-rectification nonlinear optical neural processor

Artificial intelligence (AI) and neural networks have driven groundbreaking innovations across numerous disciplines. Optical computing offers the promise of unprecedented speed and energy efficiency in the post-Moore era; however, achieving efficient, practical nonlinear activation using all-optical approaches remains...

Rui-Cheng Ma, Si-Yu Dong, Yu-Zhi Shi et al. · 0 citations
Open access Aug 2026

A Deep Reconstruction Framework with Ringing Artifact Suppression for Overexposed Remote Sensing Image Restoration

RPCR-Net improves the Peak Signal-to-Noise Ratio (PSNR) from 29.08 dB to 37.06 dB and the Structural Similarity Index Measure (SSIM) from 0.8795 to 0.9549 and can generate high-quality images such as image reconstruction and robustness improvement in optical systems.

Ding-Hao Yang, Y. Xing, Hong-Mei Li et al. · 0 citations

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