[PDF][PDF] State of the art of artificial neural networks in geotechnical engineering
Over the last few years, artificial neural networks (ANNs) have been used successfully for
modeling almost all aspects of geotechnical engineering problems. Whilst ANNs provide a …
modeling almost all aspects of geotechnical engineering problems. Whilst ANNs provide a …
Recent advances and future challenges for artificial neural systems in geotechnical engineering applications
Artificial neural networks (ANNs) are a form of artificial intelligence that has proved to
provide a high level of competency in solving many complex engineering problems that are …
provide a high level of competency in solving many complex engineering problems that are …
Hybridization of metaheuristic algorithms with adaptive neuro-fuzzy inference system to predict load-slip behavior of angle shear connectors at elevated temperatures
Abstract Steel-Concrete Composite floor systems are one of the essential components in the
construction industry. Recent studies have shown that fire-induced problems damage shear …
construction industry. Recent studies have shown that fire-induced problems damage shear …
Some applications of adaptive neuro-fuzzy inference system (ANFIS) in geotechnical engineering
This paper presents a review of the Adaptive Neuro-Fuzzy Inference System (ANFIS) in
current use for geotechnical engineering-based studies, as well as some applications …
current use for geotechnical engineering-based studies, as well as some applications …
[HTML][HTML] Constrained vertex optimization and simulation of the unconfined compressive strength of geotextile reinforced soil for flexible pavement foundation …
DE Aju, KC Onyelowe, GU Alaneme - Cleaner Engineering and Technology, 2021 - Elsevier
Extreme vertex design (EVD) provides an efficient approach to mixture experiment design
whereby the factor level possesses multiple dependencies expressed through component …
whereby the factor level possesses multiple dependencies expressed through component …
An extreme learning machine model for geosynthetic-reinforced sandy soil foundations
In the past, several experimental and theoretical studies have been carried out to evaluate
the ultimate bearing capacity (UBC) of geosynthetic-reinforced sandy soil foundations …
the ultimate bearing capacity (UBC) of geosynthetic-reinforced sandy soil foundations …
Artificial intelligence in geotechnical engineering: applications, modeling aspects, and future directions
MA Shahin - Metaheuristics in water, geotechnical and transport …, 2013 - books.google.com
Geotechnical engineering deals with materials (eg, soil and rock) that, by their very nature,
exhibit varied and uncertain behavior due to the imprecise physical processes associated …
exhibit varied and uncertain behavior due to the imprecise physical processes associated …
The optimal ANN Model for predicting bearing capacity of shallow foundations trained on scarce data
M Bagińska, PE Srokosz - KSCE Journal of Civil Engineering, 2019 - Springer
This study is focused on determining the potential of using Deep Neural Networks (DNNs) to
predict the ultimate bearing capacity of shallow foundation in situations when the …
predict the ultimate bearing capacity of shallow foundation in situations when the …
A review of artificial intelligence applications in shallow foundations
MA Shahin - International Journal of Geotechnical Engineering, 2015 - Taylor & Francis
Geotechnical engineering deals with materials (eg soil and rock) that, by their very nature,
exhibit varied and uncertain behavior because of the imprecise physical processes …
exhibit varied and uncertain behavior because of the imprecise physical processes …
Applications of fuzzy theory-based approaches in tunnelling geomechanics: a state-of-the-art review
The first introduction of fuzzy theory in the nineteenth century created room for continuous
research and application in various fields. Fuzzy set theory has been globally applied in …
research and application in various fields. Fuzzy set theory has been globally applied in …