2023
DOI: 10.1021/acs.est.3c04214
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A Novel Domain Knowledge-Informed Machine Learning Approach for Modeling Solid Waste Management Systems

Rui He,
Mitchell J. Small,
Ian J. Scott
et al.

Abstract: Sustainability challenges, such as solid waste management, are usually scientifically complex and data scarce, which makes them not amenable to science-based analytical forms or data-intensive learning paradigms. Deep integration between data science and sustainability science in highly complementary manners offers new opportunities for tackling these conundrums. This study develops a novel hybrid neural network (HNN) model that imposes the holistic decision-making context of solid waste management systems (SW… Show more

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Cited by 4 publications
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