Application of deep learning algorithms in geotechnical engineering: a short critical review
W Zhang, H Li, Y Li, H Liu, Y Chen, X Ding - Artificial Intelligence Review, 2021 - Springer
With the advent of big data era, deep learning (DL) has become an essential research
subject in the field of artificial intelligence (AI). DL algorithms are characterized with powerful …
subject in the field of artificial intelligence (AI). DL algorithms are characterized with powerful …
Particle swarm optimization variants for solving geotechnical problems: review and comparative analysis
Optimization techniques have drawn much attention for solving geotechnical engineering
problems in recent years. Particle swarm optimization (PSO) is one of the most widely used …
problems in recent years. Particle swarm optimization (PSO) is one of the most widely used …
Assessment of soil liquefaction based on capacity energy concept and multivariate adaptive regression splines
Soil liquefaction is one of the most complicated phenomena to assess in geotechnical
earthquake engineering. The procedures that have been developed to determine the …
earthquake engineering. The procedures that have been developed to determine the …
Some applications of adaptive neuro-fuzzy inference system (ANFIS) in geotechnical engineering
AF Cabalar, A Cevik, C Gokceoglu - Computers and Geotechnics, 2012 - Elsevier
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 …
Estimating unconfined compressive strength of unsaturated cemented soils using alternative evolutionary approaches
The use of cement as a curing agent has been widely adopted in soft soil engineering to
increase the strength of soft soil. The cemented soil is gradually exposed to the air and in a …
increase the strength of soft soil. The cemented soil is gradually exposed to the air and in a …
Strain energy based evaluation of liquefaction and residual pore water pressure in sands using cyclic torsional shear experiments
In this study, cyclic hollow cylinder torsional tests were conducted on the reconstituted
specimens of Toyoura sand in a practical range of initial density and stress states. The …
specimens of Toyoura sand in a practical range of initial density and stress states. The …
Energy-based evaluation of liquefaction of fiber-reinforced sand using cyclic triaxial testing
PF Amini, R Noorzad - Soil Dynamics and Earthquake Engineering, 2018 - Elsevier
The present study reviews a series of cyclic triaxial tests to investigate the liquefaction
characteristics of Babolsar sand reinforced with randomly distributed fibers using an energy …
characteristics of Babolsar sand reinforced with randomly distributed fibers using an energy …
Energy-based assessment of cyclic liquefaction behavior of clean and silty sand under sustained initial stress conditions
GY Zhou, K Pan, ZX Yang - Soil Dynamics and Earthquake Engineering, 2023 - Elsevier
In practical engineering, sand deposits containing some finer particles usually sustain an
initial static shear stress. This study investigates the sustained initial stress effect on …
initial static shear stress. This study investigates the sustained initial stress effect on …
Energy-based approach to study liquefaction triggering in homogeneous and stratified soils under consolidated undrained cyclic loading
Pore water pressure development through seismic effect is one of the key reasons for
liquefaction failures in the foundations, dams, bridges, slopes and other vulnerable …
liquefaction failures in the foundations, dams, bridges, slopes and other vulnerable …
Ultrasonic Characterization of Compacted Salty Kaolin–Sand Mixtures Under Nearly Zero Vertical Stress Using Experimental Study and Machine Learning
A Baghbani, H Abuel-Naga… - Geotechnical and …, 2023 - Springer
Understanding the dynamic behavior of soil is crucial for developing effective mitigation
strategies for natural hazards such as earthquakes, landslides, and soil liquefaction, which …
strategies for natural hazards such as earthquakes, landslides, and soil liquefaction, which …