Advancing basalt fiber asphalt concrete design: A novel approach using gradient boosting and metaheuristic algorithms

Advancing basalt fiber asphalt concrete design: A novel approach using gradient boosting and metaheuristic algorithms

Basalt Fiber Asphalt Concrete (BFAC) is an environmentally friendly and durable material with potential road, bridge, and infrastructure construction applications. This study investigates the application of Machine Learning (ML) models, specifically the classical Gradient Boosting (CGB) algorithm, i...

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Bibliographic Details
Main Authors: Ba Nhan Phung, Thanh-Hai Le, Hai-Van Thi Mai, Thuy-Anh Nguyen, Hai-Bang Ly
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Case Studies in Construction Materials
Subjects:
Marshall stability
Basalt fiber
Asphalt concrete
Machine Learning
Metaheuristic algorithms
Online Access:http://www.sciencedirect.com/science/article/pii/S2214509523007088

Internet

http://www.sciencedirect.com/science/article/pii/S2214509523007088

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