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Shan Liu

2 papers indexed

crossrefSustainability2026-04-07

Path Analysis of Digital Twin Functions for Carbon Reduction in the Construction Industry in Hebei Province, China: A PLS-SEM and Machine Learning Approach

Jiachen Sun, Atasya Osmadi, Shan Liu, Hengbing Yin

As a significant source of global carbon emissions, the construction industry (CI) urgently needs to promote green transformation with the help of digital twin (DT) against the backdrop of human–machine collaboration and sustainable development advocated by CI 5.0. However, there…

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