Integrating system dynamics and machine learning for environmental impact analysis of building materials in the demolition process

Integrating system dynamics and machine learning for environmental impact analysis of building materials in the demolition process

Abstract The construction sector’s substantial contribution to climate change has raised significant environmental concerns, particularly regarding building demolitions—a major source of environmental degradation. As a critical phase within the construction lifecycle, the demolition process involves...

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Bibliographic Details
Main Authors: Babatunde Oluwaseun Ajayi, Mayowa Emmanuel Bamisaye, Hugo Miguel Magalhães Macedo, Issara Sereewatthanawut
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Demolition tools
Environmental impact
Machine learning
Material
System dynamics modelling
Sustainability
Online Access:https://doi.org/10.1038/s41598-025-06737-9
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https://doi.org/10.1038/s41598-025-06737-9

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