Application of artificial intelligence in geotechnical engineering: A state-of-the-art review

A Baghbani, T Choudhury, S Costa, J Reiner - Earth-Science Reviews, 2022 - Elsevier
Geotechnical engineering deals with soils and rocks and their use in engineering
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …

35 Years of (AI) in geotechnical engineering: state of the art

AM Ebid - Geotechnical and Geological Engineering, 2021 - Springer
It was 35 years ago since the first usage of Artificial Intelligence (AI) technique in
geotechnical engineering, during those years many (AI) techniques were developed based …

A systematic review and meta-analysis of artificial neural network application in geotechnical engineering: theory and applications

H Moayedi, M Mosallanezhad, ASA Rashid… - Neural Computing and …, 2020 - Springer
Artificial neural network (ANN) aimed to simulate the behavior of the nervous system as well
as the human brain. Neural network models are mathematical computing systems inspired …

Artificial intelligence in geotechnical engineering: applications, modeling aspects, and future directions

MA Shahin - Metaheuristics in water, geotechnical and transport …, 2013 - books.google.com
Geotechnical engineering deals with materials (eg, soil and rock) that, by their very nature,
exhibit varied and uncertain behavior due to the imprecise physical processes associated …

[PDF][PDF] State of the art of artificial neural networks in geotechnical engineering

MA Shahin, MB Jaksa, HR Maier - Electronic Journal of …, 2008 - researchgate.net
Over the last few years, artificial neural networks (ANNs) have been used successfully for
modeling almost all aspects of geotechnical engineering problems. Whilst ANNs provide a …

[HTML][HTML] Application of artificial intelligence to rock mechanics: An overview

AI Lawal, S Kwon - Journal of Rock Mechanics and Geotechnical …, 2021 - Elsevier
Different artificial intelligence (AI) methods have been applied to various aspects of rock
mechanics, but the fact that none of these methods have been used as a standard implies …

[HTML][HTML] State-of-the-art review of some artificial intelligence applications in pile foundations

MA Shahin - Geoscience Frontiers, 2016 - Elsevier
Geotechnical engineering deals with materials (eg soil and rock) that, by their very nature,
exhibit varied and uncertain behavior due to the imprecise physical processes associated …

10 Artificial neural networks in geotechnical engineering: modeling and application issues

SK Das - Metaheuristics in Water Geotech Transp Eng, 2013 - books.google.com
The evolution of computational geotechnical engineering analyses closely follows the
development in computational methods. At the early stage of geotechnical engineering …

State-of-the-art review of geotechnical-driven artificial intelligence techniques in underground soil-structure interaction

SC Jong, DEL Ong, E Oh - Tunnelling and Underground Space Technology, 2021 - Elsevier
There has been an increasing demand for underground construction due to urbanization
and limited land in metropolitan cities in the recent years. However, the behavior of …

[PDF][PDF] Big data and machine learning in geoscience and geoengineering: Introduction

W Zhang, J Ching, ATC Goh, AYF Leung - Geoscience …, 2020 - ira.lib.polyu.edu.hk
In recent years, we have entered the so-called Fourth Paradigm with the regular production
of huge amount of observational data. Big data is often characterized by the three 'V's …