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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

Yonghao Wang

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2 papers indexed here

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2026

Physics-Consistent GPR Inversion via Feature-Enhanced Forward Module and Envelope Data

While full-waveform inversion (FWI) offers high-resolution ground penetrating radar (GPR) imaging, it is hampered by prohibitive computational costs and intrinsic sensitivity to initial models. Conversely, deep learning provides efficiency but often lacks physical constraints, leading to structural artifacts under nois...

Meijia Huang, Xiang Qiu, Yan-Qi Wu et al. · 0 citations
2026

Migration-Supervised Learning for Ground-Penetrating Radar Denoising and Imaging

Ground-penetrating radar (GPR) denoising is typically optimized in the radargram domain, whereas target interpretation is often performed after migration. This separation causes an imaging-inconsistency problem: a denoiser may improve visual quality or data-domain metrics while attenuating weak diffractions and phase-c...

Xue-Lei Li, Qiyang Pi, Yonghao Wang · 0 citations

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