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Progression of artificial intelligence/machine learning in geotechnical engineering

Abstract

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Purpose
This short review paper aims to examine the evolution of artificial intelligence (AI)/machine learning (ML) in the realm of geotechnical engineering.


Design/methodology/approach
This paper gives a brief overview of AI/ML technology and discusses its current trend and future directions in geotechnical engineering.


Findings
Despite limitations, the use of AI/ML techniques has several significant benefits that make them powerful and practical tools in the field of geotechnical engineering.


Originality/value
This paper explored the integration of AI/ML promising technology into geotechnical design and practice and highlighted its transformative impacts in terms of benefits, limitations and potential future directions.

Record information

Authors
Mohamed Shahin
Publisher
Emerald
Publication
Machine Learning and Data Science in Geotechnics
DOI
10.1108/mlag-10-2024-0010