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 …

Particle swarm optimization variants for solving geotechnical problems: review and comparative analysis

AR Kashani, R Chiong, S Mirjalili… - Archives of Computational …, 2021 - Springer
Optimization techniques have drawn much attention for solving geotechnical engineering
problems in recent years. Particle swarm optimization (PSO) is one of the most widely used …

Probabilistic assessment of rockburst risk in TBM-excavated tunnels with multi-source data fusion

X Yin, S Cheng, H Yu, Y Pan, Q Liu, X Huang… - … and Underground Space …, 2024 - Elsevier
In recent years, tunnel boring machines (TBMs) have become extensively utilized in
underground engineering projects. However, as a prevalent type of dynamic geological …

Optimized PSO algorithm based on the simplicial algorithm of fixed point theory

M Ren, X Huang, X Zhu, L Shao - Applied intelligence, 2020 - Springer
Particle swarm optimization algorithm (PSO) has been optimized from various aspects since
it was proposed. Optimization of PSO can be realized by optimizing its iterative process or …

An improved whale optimization algorithm for locating critical slip surface of slopes

SH Li, XH Luo, LZ Wu - Advances in Engineering Software, 2021 - Elsevier
Locating a critical slip surface or calculating the minimum safety factor of a slope is important
in geotechnical engineering, and also involves a complex optimization problem. A novel …

Enhancing slope stability prediction using fuzzy and neural frameworks optimized by metaheuristic science

MA Mu'azu - Mathematical Geosciences, 2023 - Springer
Recently, machine learning models have acted as effective tools for slope stability analysis.
But due to the crucial significance of this issue, reaching a reliable accuracy is necessary …

Comparative study of hybrid artificial intelligence approaches for predicting peak shear strength along soil-geocomposite drainage layer interfaces

Z Chao, G Fowmes, SM Dassanayake - International Journal of …, 2021 - Springer
Peak shear strength of soil-Geocomposite Drain Layer (GDL) interfaces is an important
parameter in the designing and operating related engineering structures. In this paper, a …

A new perspective on determination of the critical slip surface of three-dimensional slopes

J Sun, T Yu, P Dong - Computers and Geotechnics, 2022 - Elsevier
In the traditional slope stability analysis, the shape and location of critical slip surface (CSS)
are identified by an objective function with the minimum safety factor (SF). However, the …

Performance-based design optimization of embankments resting on soft soil improved with T-shaped and conventional DCM columns

C Phutthananon, P Jongpradist, P Jongpradist, D Dias… - Acta Geotechnica, 2021 - Springer
This paper presents a parametric study of the optimization design for T-shaped deep cement
mixing (TDM) and conventional deep cement mixing (DCM) columns improved soft soil for …

A novel method for locating the critical slip surface of a soil slope

SH Li, LZ Wu, XH Luo - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Calculating the minimum slope safety factor or locating the critical slip surface of a soil slope
is a complex optimization problem. This paper describes an improved whale optimization …