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Abstract
Advancements in Civil Engineering & Technology
Application of Machine Learning in Civil Engineering: Review
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Open or CloseDungar Singh*
L N Malviya Infra. Project. Pvt. Ltd., India
*Corresponding author:Dungar Singh, L N Malviya Infra. Project. Pvt. Ltd., India
Submission: September 24, 2024;Published: October 22, 2024
ISSN : 2639-0574Volume6 Issue 3
Abstract
The application of machine learning (ML) in civil engineering has experienced rapid growth, primarily due to advancements in data collection, computational power and algorithmic development. This review explores various applications of ML in civil engineering fields, including structural health monitoring (SHM), construction management, geotechnical engineering, transportation systems, and water resources. By providing case studies and identifying challenges, this article underscores ML’s transformative potential in optimizing design, predicting failures, and improving project management.
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