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The transfer of industrial clean technology can contribute to the transformation of industry sustainable development to address the dual challenges of climate change and environmental pollution. Although its importance is widely acknowledged, there is still a lack of scientific and quantitative assessment framework to precisely and effectively identify high-potential cooperation targets in the context of countries with diverse backgrounds. To fill this gap, this study proposed a multidimensional assessment framework for industrial clean technology transfer potential with application in 58 BRI developing countries. This study reviewed existing literature on the main barriers and drivers of clean technology transfer and extracted four assessment dimensions as primary indicators, namely the recipient country's macro environment, industry development, clean technology demand, and clean technology transfer guarantee, with 13 secondary indicators, 52 tertiary indicators based on the open-source database and common assessment index. The established framework was then used to assess the potential for China's industrial clean technology transfer to 58 developing countries under the Belt and Road Initiative, with the weights of indicators at all levels determined by the analytic hierarchy process method based on expert questionnaires and equal weighting method. The findings demonstrate that there are significant differences in clean technology transfer potential among studied countries. Qatar, the United Arab Emirates, and Malaysia are the best options for China, while Bolivia, Cameroon, and Algeria have the lowest technology transfer potential. Our work can not only assist technology providers with overall country selection in industrial cleaner technology transfer cooperation and strengthen their risk prevention capacity, but also help countries with low cooperation potential or obvious weaknesses to identify deficiencies and make targeted improvements, as well as serve as a reference for other international technology cooperation assessments. • The study develops a novel framework to quantify the potential for industrial clean technology transfer for the first time. • The framework can guide country selection of clean technology transfers, and identify defiencies for low-potential countries. • The framework evaluated 58 BRI developing countries, revealing Qatar, UAE, and Malaysia as the top 3 with high potential. [ABSTRACT FROM AUTHOR]