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] The science behind scour at bridge foundations: A review

A Pizarro, S Manfreda, E Tubaldi - Water, 2020 - mdpi.com
Foundation scour is among the main causes of bridge collapse worldwide, resulting in
significant direct and indirect losses. A vast amount of research has been carried out during …

Machine learning in coastal bridge hydrodynamics: a state-of-the-art review

G Xu, C Ji, Y Xu, E Yu, Z Cao, Q Wu, P Lin… - Applied Ocean …, 2023 - Elsevier
Coastal bridges are vulnerable to complicated hydrodynamics induced by hostile natural
hazards, relevant research is thus required to ensure the safe operation of these critical …

A novel boosting ensemble committee-based model for local scour depth around non-uniformly spaced pile groups

I Ahmadianfar, M Jamei, M Karbasi, A Sharafati… - Engineering with …, 2022 - Springer
Prediction of the scour depth around non-uniformly spaced pile groups (PGs) is one of the
most complex problems is hydraulic engineering. Different types of empirical methods have …

The application of soft computing models and empirical formulations for hydraulic structure scouring depth simulation: a comprehensive review, assessment and …

A Sharafati, M Haghbin, D Motta, ZM Yaseen - Archives of computational …, 2021 - Springer
Prediction of scouring characteristics is one of the major issues in hydraulic and hydrology
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …

Scour depth prediction at bridge piers using metaheuristics-optimized stacking system

JS Chou, NM Nguyen - Automation in Construction, 2022 - Elsevier
This paper proposes a novel artificial intelligence-based approach, called the metaheuristics-
optimized stacking system (MOSS), to assist civil engineers in estimating scour depth at …

Physical modeling of the effect of shape, blockage, and flow variability on scour in culvert outlets

KO Ahmed, MR Kavianpour, A Amini, Y Aminpour - Plos one, 2024 - journals.plos.org
The widespread use of culverts has prompted researchers to focus on develo** precise
designs to prevent their failure caused by scouring at the culvert outlet. This study employed …

[HTML][HTML] A hybrid intelligence approach to enhance the prediction accuracy of local scour depth at complex bridge piers

D Tien Bui, A Shirzadi, A Amini, H Shahabi, N Al-Ansari… - Sustainability, 2020 - mdpi.com
Local scour depth at complex piers (LSCP) cause expensive costs when constructing
bridges. In this study, a hybrid artificial intelligence approach of random subspace (RS) meta …

Numerical modeling of depth and location of scour at culvert outlets under unsteady flow conditions

K Othman Ahmed, A Amini, J Bahrami… - Journal of Pipeline …, 2021 - ascelibrary.org
For safe design of culverts, the estimation of scour depth downstream of the culvert outlet is
one of the most remarkable considerations. Poor design of culverts inevitably leads to …

Scour depth estimation methods around pile groups

R Hosseini, A Amini - KSCE Journal of Civil Engineering, 2015 - Elsevier
Pile groups have become more popular in structural designs due to economical and
geotechnical reasons. It is also known that scour as the main cause of bridge failure can …