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 …

A systematic review of machine learning techniques and applications in soil improvement using green materials

AH Saad, H Nahazanan, B Yusuf, SF Toha, A Alnuaim… - Sustainability, 2023 - mdpi.com
According to an extensive evaluation of published studies, there is a shortage of research on
systematic literature reviews related to machine learning prediction techniques and …

Integrating the LSSVM and RBFNN models with three optimization algorithms to predict the soil liquefaction potential

M Cai, O Hocine, AS Mohammed, X Chen… - Engineering with …, 2022 - Springer
Liquefaction has caused many catastrophes during earthquakes in the past. When an
earthquake is occurring, saturated granular soils may be subjected to the liquefaction …

Modified tuned liquid dampers for seismic protection of buildings considering soil–structure interaction effects

R Kamgar, F Gholami, HR Zarif Sanayei… - Iranian Journal of …, 2020 - Springer
Considering the effect of soil–structure interaction in dynamic analysis of structures can
change their responses. It is generally assumed that the structure is located on a rigid …

Optimizing an ANN model with genetic algorithm (GA) predicting load-settlement behaviours of eco-friendly raft-pile foundation (ERP) system

L Liu, H Moayedi, ASA Rashid, SSA Rahman… - Engineering with …, 2020 - Springer
Eco-friendly raft-pile foundation (ERP) system is one of the most recent developed types of
pile foundations that the original materials can be provided from local Bakau. A precise …

Improving prediction of soil liquefaction using hybrid optimization algorithms and a fuzzy support vector machine

A Rahbarzare, M Azadi - Bulletin of Engineering Geology and the …, 2019 - Springer
The phenomenon of soil liquefaction is one of the most complex and interesting fields in
geotechnical earthquakes that has drawn the attention of many researchers in recent years …

A novel soil liquefaction prediction model with intellectual feature extraction and classification

NDK Reddy, AK Gupta, AK Sahu - Advances in Engineering Software, 2022 - Elsevier
This paper introduced a novel soil liquefaction prediction model with proposed features.
Initially, pre-processing was carried out and then diverse improved features (chi-square …

Soil liquefaction prediction based on bayesian optimization and support vector machines

X Zhang, B He, MMS Sabri, M Al-Bahrani, DV Ulrikh - Sustainability, 2022 - mdpi.com
Liquefaction has been responsible for several earthquake-related hazards in the past. An
earthquake may cause liquefaction in saturated granular soils, which might lead to massive …

Evaluation of soil liquefaction potential using energy approach: experimental and statistical investigation

H Javdanian - Bulletin of Engineering Geology and the Environment, 2019 - Springer
Liquefaction has caused many catastrophes during earthquakes in the past. The strain
energy-based method is one of the modern methods used to estimate liquefaction potential …

A numerical modeling study on the seepage under embankment dams

G Kheiri, H Javdanian, G Shams - Modeling Earth Systems and …, 2020 - Springer
The present study focuses on the flow discharge under the embankment dams with clay
core. Using numerical analysis, the effect of the cutoff wall and horizontal drain on the flow …