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Open access Sep 2026

Physics-Informed Graph Diffusion Model for Cross-Scale Performance Prediction of Silver Nanowire Percolation Networks

Silver nanowire (AgNW) networks are promising transparent conductive electrodes (TCEs) for flexible optoelectronics, yet their industrial quality control is hindered by the gap between invisible microstructures and unpredictable macroscopic performance. Herein, we propose a Physics-informed Graph Diffusion Model that i...

Wei Xiong, Xu He, Zhen Huang et al. · 0 citations

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