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Application of artificial intelligence in geotechnical engineering: A state-of-the-art review
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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …
Scour depth prediction at bridge piers using metaheuristics-optimized stacking system
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 …
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
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 …
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
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 …
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
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 …
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 …
geotechnical reasons. It is also known that scour as the main cause of bridge failure can …