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Lingyi Meng

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#diffusion models Open access Oct 2026

High-throughput Materials-to-Device Discovery of Lead-free Double Perovskites Beyond Radiative-limit Metrics

Abstract Metal halide perovskite solar cells (PSCs) are leading candidates for next-generation photovoltaics, yet their instability and lead toxicity motivate environmentally benign alternatives. Lead-free double perovskites offer improved structural robustness but often exhibit weak near-band-edge absorption and modes...

Yuanxin Wang, Lingyi Meng, Wei Zhuang · 0 citations

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