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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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Dong-Bin Liang

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Open access Sep 2026

Jacobians of Light Scattering Properties Based on the Improved Geometric Optics Method (IGOM)

The partial derivatives or Jacobians of single-scattering properties (SSPs) with respect to microphysical properties are essential in variational remote sensing. The SSPs and corresponding Jacobians for small particles with arbitrary shapes are given by the linearized invariant-imbedding T-matrix algorithm, and the one...

Dong-Bin Liang, Bingqiang Sun · 0 citations
Open access Sep 2026

Linearized solutions of the scalar radiative transfer equation using physics-informed neural networks.

Fast and accurate solutions of the radiative transfer equation and its linearization are fundamental to atmospheric remote sensing. Jacobians of radiative quantities with respect to atmospheric and surface parameters are essential for sensitivity analysis and iterative retrieval. However, computing them with convention...

Dong-Bin Liang, Han-Xiu Dou, Yue-Peng Xu et al. · 0 citations

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