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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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He-Song Jiang

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Open access Sep 2026

Polarization-Reliability-Adaptive Soft-Constrained Reconstruction of Relative 3D Morphology Under Ring Illumination

Transparent cells often exhibit weak and spatially heterogeneous directional-intensity responses in non-interferometric microscopy, making morphology reconstruction vulnerable to low signal, incomplete angular information, and boundary artifacts. We present a polarization-reliability-adaptive soft-constrained ring-illu...

He-Song Jiang, Zhen-Rui Hu, Juan Zhang · 0 citations

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