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Boosting Model Interpretability for Transparent ML in TBM Tunneling

Tunnel boring machines (TBMs) are essential for excavating metro tunnels, reducing disruptions to surrounding rock, and ensuring efficient progress. This study examines how machine learning (ML) models can predict key tunneling outcomes, focusing on making these predictions clearer. Specifically, th...

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Principais autores: Konstantinos N. Sioutas, Andreas Benardos
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2024-12-01
Series:Applied Sciences
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Acceso en liña:https://www.mdpi.com/2076-3417/14/23/11394
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