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 …

[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 …

County-level CO2 emissions and sequestration in China during 1997–2017

J Chen, M Gao, S Cheng, W Hou, M Song, X Liu, Y Liu… - Scientific data, 2020 - nature.com
With the implementation of China's top-down CO2 emissions reduction strategy, the regional
differences should be considered. As the most basic governmental unit in China, counties …

A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength

DJ Armaghani, PG Asteris - Neural Computing and Applications, 2021 - Springer
Despite the extensive use of mortars materials in constructions over the last decades, there
is not yet a reliable and robust method, available in the literature, which can estimate its …

Modification of landslide susceptibility mapping using optimized PSO-ANN technique

H Moayedi, M Mehrabi, M Mosallanezhad… - Engineering with …, 2019 - Springer
In the present study, we applied artificial neural network (ANN) optimized with particle
swarm optimization (PSO) for the problem of landslide susceptibility mapping (LSM) …

Development of neuro-fuzzy and neuro-bee predictive models for prediction of the safety factor of eco-protection slopes

M Safa, PA Sari, M Shariati, M Suhatril, NT Trung… - Physica A: Statistical …, 2020 - Elsevier
This study is aimed to investigate the surface eco-protection techniques for cohesive soil
slopes along the selected Guthrie Corridor Expressway (GCE) stretch by way of analyzing a …

Tensile strength prediction of rock material using non-destructive tests: A comparative intelligent study

M Parsajoo, DJ Armaghani, AS Mohammed… - Transportation …, 2021 - Elsevier
Tensile strength of rock plays a significant role in the design of tunnels and underground
engineering projects. Due to the inefficiency of direct method in determining rock tensile …

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 …

Applying various hybrid intelligent systems to evaluate and predict slope stability under static and dynamic conditions

M Koopialipoor, D Jahed Armaghani, A Hedayat… - Soft Computing, 2019 - Springer
The evaluation and precise prediction of safety factor (SF) of slopes can be useful in
designing/analyzing these important structures. In this study, an attempt has been made to …

City-and county-level spatio-temporal energy consumption and efficiency datasets for China from 1997 to 2017

J Chen, J Liu, J Qi, M Gao, S Cheng, K Li, C Xu - Scientific Data, 2022 - nature.com
Understanding the evolution of energy consumption and efficiency in China would
contribute to assessing the effectiveness of the government's energy policies and the …