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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

Yuchuan Shao

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#edge computing Open access Sep 2026

Synthetic Nonlinearity in Diffractive Optical Networks via Input‐Adaptive Modulation for Intelligent Vision

This work proposes an adaptive modulation strategy driven by the initial input that synthesizes effective nonlinearity within a standard linear optical framework, and reveals that shallow nonlinear architectures can outperform significantly deeper linear counterparts, demonstrating that computational nonlinearity can e...

Yu-Chuan Shao, Hai-Qi Gao, Zi-Yan Zhang et al. · 0 citations
Open access Aug 2026

Hierarchical Physically Unclonable Functions From CVD-Grown Two-Dimensional High-Entropy Spinel Oxide Nanoflakes.

Physically unclonable functions (PUFs) provide hardware-rooted security by converting intrinsic material randomness into unique cryptographic fingerprints. However, most existing PUF systems rely on a single entropy source, limiting key capacity and adaptability for hierarchical authentication. Here, we report a hierar...

Jiayang Wang, Yu Wang, Jincheng Zhang et al. · 0 citations

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