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A digital twins-based policy simulation framework for rural photovoltaic entrepreneurship in China

Yongqing Zhou

PLOS ONE, 2025, vol. 20, issue 12, 1-27

Abstract: Rural photovoltaic entrepreneurship in China faces critical challenges in aligning rapid technological advancements with lagging market responses, where 63% of technology adoption failures originate from mismatches between innovation maturity and regional policy adaptability. To address this, we propose a policy simulation-driven digital twins framework integrating three core innovations: (1) denoising diffusion models that reduce technology adoption prediction errors to

Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:plo:pone00:0338133

DOI: 10.1371/journal.pone.0338133

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