Hybrid machine learning approach to prediction of the compressive and flexural strengths of UHPC and parametric analysis with shapley additive explanations

Hybrid machine learning approach to prediction of the compressive and flexural strengths of UHPC and parametric analysis with shapley additive explanations

Ultra-high-performance concrete (UHPC) is a sustainable construction material; it can be applied as a substitute for cement concrete. Artificial intelligence methods have been used to evaluate concrete composites to reduce time and money in the construction industries. So, this study applied machine...

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Bibliografske podrobnosti
Main Authors: Pobithra Das, Abul Kashem
Format: Article
Jezik:English
Izdano: Elsevier 2024-07-01
Serija:Case Studies in Construction Materials
Teme:
Ultra-high-performance concrete
Machine learning
Hybrid machine learning
Compressive strength
Flexural strength
And SHapley Additive exPlanations
Online dostop:http://www.sciencedirect.com/science/article/pii/S221450952300904X

Internet

http://www.sciencedirect.com/science/article/pii/S221450952300904X

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