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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

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Yufei Zhang

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Jul 2026

SiPhy: Single-Image Physical Property Reasoning

Inferring physical properties such as mass, stiffness, and elasticity from a single image is essential for simulation and embodied AI, yet most existing approaches rely on multi-view reconstruction or physics-based supervision. We introduce SiPhy, a unified framework for single-image physical property reasoning that al...

H. Lê, Joon-Byum Kwon, Elkhan Ismayilzada et al. · 0 citations

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