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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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Xu-Hui Xu

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Aug 2026

Carrier-Lattice Coupling Drives Oxidative Degradation in Mixed Tin-Lead Halide Perovskites: Machine Learning Combined with Nonadiabatic Molecular Dynamics.

Mixed Sn-Pb halide perovskites exhibit excellent optoelectronic properties but suffer rapid degradation due to the facile oxidation of Sn2+ to Sn4+. Here, we establish a multiscale framework to uncover how cation ordering, surface defect chemistry, hole localization, and carrier dynamics collectively drive the initiati...

Hao-Ran Lu, Kong Meng, Xu-Hui Xu et al. · 0 citations

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