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 …

Review of soil salinity assessment for agriculture across multiple scales using proximal and/or remote sensors

DL Corwin, E Scudiero - Advances in agronomy, 2019 - Elsevier
Map** and monitoring soil spatial variability is particularly problematic for temporally and
spatially dynamic properties such as soil salinity. The tools necessary to address this classic …

A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks …

H Zhang, H Nguyen, XN Bui, B Pradhan… - Engineering with …, 2022 - Springer
In landslide susceptibility map** or evaluating slope stability, the shear strength
parameters of rocks and soils and their effectiveness are undeniable. However, they have …

[HTML][HTML] Initial state of excavated soil and rock (ESR) to influence the stabilisation with cement

Y Lu, C Xu, A Baghbani - Construction and Building Materials, 2023 - Elsevier
This paper investigates the initial state of excavated soil and rock (ESR). These initial states
include dry density, organic content, water content (W c), cement content (C c), liquid index …

Effects of water content and salt content on electrical resistivity of loess

Z Duan, X Yan, Q Sun, X Tan, C Dong - Environmental Earth Sciences, 2021 - Springer
As a special soil widely existing in world, loess engineering properties are often disturbed by
water and salt. Hence, the influence of water content and salt content on the conductivity …

Ultrasonic Characterization of Compacted Salty Kaolin–Sand Mixtures Under Nearly Zero Vertical Stress Using Experimental Study and Machine Learning

A Baghbani, H Abuel-Naga… - Geotechnical and …, 2023 - Springer
Understanding the dynamic behavior of soil is crucial for develo** effective mitigation
strategies for natural hazards such as earthquakes, landslides, and soil liquefaction, which …

A modified series-parallel electrical resistivity model of saturated sand/clay mixture

MF Hasan, H Abuel-Naga, EC Leong - Engineering Geology, 2021 - Elsevier
Electrical resistivity tomography, ERT, is a geophysical method that is used to image
subsurface geomaterials for various geological, environmental and geotechnical …

New models for calculating the electrical resistivity of loess affected by moisture content and NaCl concentration

Z Duan, X Yan, Q Sun, X Tan, X Chen - Environmental Science and …, 2021 - Springer
Saline loess is an important cause of environmental geo-issues in northwest China. In this
research, electrical resistivity of loess with different moisture contents and NaCl …

Deep learning for exploring the relationship between geotechnical properties and electrical resistivities

M Zamanian, N Asfaw, P Chavda… - Transportation …, 2024 - journals.sagepub.com
Electrical resistivity imaging is gaining popularity in aiding the characterization of subsurface
conditions and assessment of the stability of earth materials. Nevertheless, it remains …