A systematic review and meta-analysis of artificial neural network application in geotechnical engineering: theory and applications

Modelling and optimization of ultimate bearing capacity of strip footing near a slope by soft computing methods

(2018) Hossein Moayedi et al.   APPLIED SOFT COMPUTING

ARTMe: a new array-based algorithm for Adaptive Refinement of Triangle Meshes

(2018) Jéferson Coêlho et al.   ENGINEERING WITH COMPUTERS

Automating pseudo-static analysis of concrete cantilever retaining wall using evolutionary algorithms

(2018) Amir H. Gandomi et al.   MEASUREMENT

Artificial intelligence design charts for predicting friction capacity of driven pile in clay

(2018) Hossein Moayedi et al.   NEURAL COMPUTING & APPLICATIONS

Applicability of a CPT-Based Neural Network Solution in Predicting Load-Settlement Responses of Bored Pile

(2018) Hossein Moayedi et al.   International Journal of Geomechanics

Sustainable Improvement of Clays Using Low-Carbon Nontraditional Additive

(2018) Nima Latifi et al.   International Journal of Geomechanics

ADAPTIVE NEURO-FUZZY APPROACH FOR SAND PERMEABILITY ESTIMATION

(2018) Alper Sezer et al.   Environmental Engineering and Management Journal

Partial multi-dividing ontology learning algorithm

(2018) Wei Gao et al.   INFORMATION SCIENCES

Compressive strength analysis of soil reinforced with fiber extracted from water hyacinth

(2017) Harsha Vardhan et al.   ENGINEERING COMPUTATIONS

Optimizing an ANN model with ICA for estimating bearing capacity of driven pile in cohesionless soil

(2017) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

System reliability analysis of slopes using multilayer perceptron and radial basis function networks

(2017) Fei Kang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Uplift resistance of belled and multi-belled piles in loose sand

(2017) Hossein Moayedi et al.   MEASUREMENT

Near-field effects on site characterization using MASW technique

(2017) Narayan Roy et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Evaluation of Maintained Load Test (MLT) and Pile Driving Analyzer (PDA) in Measuring Bearing Capacity of Driven Reinforced Concrete Piles

(2017) H. Moayedi et al.   Soil Mechanics and Foundation Engineering

Modeling Free-Surface Seepage Flow in Complicated Fractured Rock Mass Using a Coupled RPIM-FEM Method

(2017) Wei Zhang et al.   TRANSPORT IN POROUS MEDIA

Nano properties analysis via fourth multiplicative ABC indicator calculating

(2017) Wei Gao et al.   Arabian Journal of Chemistry

Generalized Seismic Active Thrust on a Retaining Wall with Submerged Backfill Using a Modified Pseudodynamic Method

(2017) B. Giridhar Rajesh et al.   International Journal of Geomechanics

Study of biological networks using graph theory

(2017) Wei Gao et al.   SAUDI JOURNAL OF BIOLOGICAL SCIENCES

Using BP Neural Networks to Prioritize Risk Management Approaches for China’s Unconventional Shale Gas Industry

(2017) Cong Dong et al.   Sustainability

Experimental Investigations on Behaviour of Strip Footing Placed on Chemically Stabilised Backfills and Flexible Retaining Walls

(2016) Nima Latifi et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Predicting rock mass deformation modulus by artificial intelligence approach based on dilatometer tests

(2016) Mostafa Asadizadeh et al.   Arabian Journal of Geosciences

Metaheuristic optimization within machine learning-based classification system for early warnings related to geotechnical problems

(2016) Jui-Sheng Chou et al.   AUTOMATION IN CONSTRUCTION

Rock slope stability analyses using extreme learning neural network and terminal steepest descent algorithm

(2016) A.J. Li et al.   AUTOMATION IN CONSTRUCTION

An artificial neural network-based response surface method for reliability analyses of c-φ slopes with spatially variable soil

(2016) Su-xun Shu et al.   CHINA OCEAN ENGINEERING

A hybrid imperialist competitive-simulated annealing algorithm for a multisource multi-product location-routing-inventory problem

(2016) Atiye Ghorbani et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A genetically optimized neural classifier applied to numerical pile integrity tests considering concrete piles

(2016) Eftychios Protopapadakis et al.   COMPUTERS & STRUCTURES

Development of artificial intelligence based systems for prediction of hydration characteristics of wheat

(2016) S.M. Shafaei et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A new approach to temporal modelling for landslide hazard assessment using an extreme rainfall induced-landslide index

(2016) Nikhil Nedumpallile Vasu et al.   ENGINEERING GEOLOGY

Quantification of prior knowledge in geotechnical site characterization

(2016) Zijun Cao et al.   ENGINEERING GEOLOGY

Mapping real-time air pollution health risk for environmental management: Combining mobile and stationary air pollution monitoring with neural network models

(2016) Matthew D. Adams et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Well placement optimization using imperialist competitive algorithm

(2016) Mohammad A. Al Dossary et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

The influence of rainfall intensity on soil loss mass from cellular confined slopes

(2016) Ramli Nazir et al.   MEASUREMENT

Strength measurement and textural characteristics of tropical residual soil stabilised with liquid polymer

(2016) Nima Latifi et al.   MEASUREMENT

Landslide susceptibility zonation mapping using frequency ratio and fuzzy gamma operator models in part of NH-39, Manipur, India

(2016) Guru Balamurugan et al.   NATURAL HAZARDS

Predictive modeling of geometric shapes of different objects using image processing and an artificial neural network

(2016) Mustafa Ayyıldız et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING

Site characterization with multiple measurement profiles from different tests: A Bayesian approach

(2016) J.P. Wang   SOILS AND FOUNDATIONS

Predictive models of ultimate and serviceability performances for underground twin caverns

(2016) Wengang Zhang et al.   Geomechanics and Engineering

Landslide Displacement Prediction With Uncertainty Based on Neural Networks With Random Hidden Weights

(2016) Cheng Lian et al.   IEEE Transactions on Neural Networks and Learning Systems

State-of-the-art review of some artificial intelligence applications in pile foundations

(2016) Mohamed A. Shahin   Geoscience Frontiers

Machine learning in geosciences and remote sensing

(2016) David J. Lary et al.   Geoscience Frontiers

Regression models for estimating ultimate and serviceability limit states of underground rock caverns

(2015) W.G. Zhang et al.   ENGINEERING GEOLOGY

Assessment of soil liquefaction based on capacity energy concept and multivariate adaptive regression splines

(2015) Wengang Zhang et al.   ENGINEERING GEOLOGY

Prediction of seismic slope stability through combination of particle swarm optimization and neural network

(2015) Behrouz Gordan et al.   ENGINEERING WITH COMPUTERS

An enhance excavation equipments classification algorithm based on acoustic spectrum dynamic feature

(2015) Jiuwen Cao et al.   MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING

Application of multi-gene genetic programming based on separable functional network for landslide displacement prediction

(2015) Jiejie Chen et al.   NEURAL COMPUTING & APPLICATIONS

Appraisal of reliable skin friction variation in a bored pile

(2015) Ramli Nazir et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-GEOTECHNICAL ENGINEERING

Estimation of liquefaction potential from dry and saturated sandy soils under drained constant volume cyclic simple shear loading

(2015) M.Murat Monkul et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Determination of Reliable Stress and Strain Distributions Along Bored Piles

(2015) H. Moayedi et al.   Soil Mechanics and Foundation Engineering

Application of artificial neural network for calculating anisotropic friction angle of sands and effect on slope stability

(2015) Hamed Farshbaf Aghajani et al.   Journal of Central South University

Lateral load bearing capacity modelling of piles in cohesive soils in undrained conditions: An intelligent evolutionary approach

(2014) A. Ahangar-Asr et al.   APPLIED SOFT COMPUTING

Landslide susceptibility mapping along Kolli hills Ghat road section (India) using frequency ratio, relative effect and fuzzy logic models

(2014) V. Ramesh et al.   Environmental Earth Sciences

Three-dimensional simulations of tensile cracks in geomaterials by coupling meshless and finite element method

(2014) Chong Peng et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

An extreme learning machine approach for slope stability evaluation and prediction

(2014) Zaobao Liu et al.   NATURAL HAZARDS

Development of an adaptive relevance vector machine approach for slope stability inference

(2014) Zongfeng Zhang et al.   NEURAL COMPUTING & APPLICATIONS

A Computational Intelligence-Based Genetic Programming Approach for the Simulation of Soil Water Retention Curves

(2014) Ankit Garg et al.   TRANSPORT IN POROUS MEDIA

Development of a model for analysis of slope stability for circular mode failure using genetic algorithm

(2013) Amin Manouchehrian et al.   Environmental Earth Sciences

Site characterization and geotechnical aspects on geological storage of CO2 in Korea

(2013) Ah-Ram Kim et al.   GEOSCIENCES JOURNAL

Development of an inverse analysis framework for extracting dynamic soil behavior and pore pressure response from downhole array measurements

(2013) David R. Groholski et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Shear-Wave Velocity–Based Probabilistic and Deterministic Assessment of Seismic Soil Liquefaction Potential

(2013) R. Kayen et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Predicting roadheader performance by using artificial neural network

(2013) Armin Salsani et al.   NEURAL COMPUTING & APPLICATIONS

Ensemble of extreme learning machine for landslide displacement prediction based on time series analysis

(2013) Cheng Lian et al.   NEURAL COMPUTING & APPLICATIONS

Fragility functions of blockwork wharves using artificial neural networks

(2013) Armando Calabrese et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)

(2013) Dieu Tien Bui et al.   Geomatics Natural Hazards & Risk

Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir

(2012) Mohammad Ali Ahmadi et al.   APPLIED SOFT COMPUTING

Site characterization in the Vega Baja, SE Spain, using ambient-noise H/V analysis

(2012) M. García-Fernández et al.   Bulletin of Earthquake Engineering

Prediction of pore-water pressure using radial basis function neural network

(2012) M.R. Mustafa et al.   ENGINEERING GEOLOGY

Evaluating the use of neural networks and genetic algorithms for prediction of subgrade resilient modulus

(2012) Munir D. Nazzal et al.   International Journal of Pavement Engineering

A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

(2012) Hong-ze Li et al.   KNOWLEDGE-BASED SYSTEMS

Displacement prediction model of landslide based on a modified ensemble empirical mode decomposition and extreme learning machine

(2012) Cheng Lian et al.   NATURAL HAZARDS

Prediction of Resilient Modulus of Granular Subgrade Soils and Subbase Materials using Artificial Neural Network

(2012) H. I. Park et al.   Road Materials and Pavement Design

PRISMA-Equity 2012 Extension: Reporting Guidelines for Systematic Reviews with a Focus on Health Equity

(2012) Vivian Welch et al.   PLOS MEDICINE

Verification of a new method for evaluation of liquefaction potential analysis

(2011) Abbas Abbaszadeh Shahri et al.   Arabian Journal of Geosciences

An artificial neural network for groutability prediction of permeation grouting with microfine cement grouts

(2011) Kuo-Wei Liao et al.   COMPUTERS AND GEOTECHNICS

Some applications of Adaptive Neuro-Fuzzy Inference System (ANFIS) in geotechnical engineering

(2011) Ali Firat Cabalar et al.   COMPUTERS AND GEOTECHNICS

Modelling load–settlement behaviour of piles using high-order neural network (HON-PILE model)

(2011) A. Ismail et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A robust data mining approach for formulation of geotechnical engineering systems

(2011) Amir Hossein Alavi et al.   ENGINEERING COMPUTATIONS

Determination of ultimate capacity of driven piles in cohesionless soil: A Multivariate Adaptive Regression Spline approach

(2011) Pijush Samui   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

A new multi-gene genetic programming approach to non-linear system modeling. Part II: geotechnical and earthquake engineering problems

(2011) Amir Hossein Gandomi et al.   NEURAL COMPUTING & APPLICATIONS

Regularized versus non-regularized neural network model for prediction of saturated soil-water content on weathered granite soil formation

(2011) Muhammad Mukhlisin et al.   NEURAL COMPUTING & APPLICATIONS

PREDICTION OF LATERAL EFFECTIVE STRESSES IN SAND USING ARTIFICIAL NEURAL NETWORK

(2011) ERDAL UNCUOGLU et al.   SOILS AND FOUNDATIONS

Prediction of rock fragmentation due to blasting using artificial neural network

(2010) A. Bahrami et al.   ENGINEERING WITH COMPUTERS

The application of a coupled artificial neural network and fault tree analysis model to predict coal and gas outbursts

(2010) Zhang Ruilin et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Site Characterization Model Using Artificial Neural Network and Kriging

(2010) Pijush Samui et al.   International Journal of Geomechanics

Prediction of slope stability using artificial neural network (case study: Noabad, Mazandaran, Iran)

(2009) A. J. Choobbasti et al.   Arabian Journal of Geosciences

Adaptive neuro-fuzzy modeling for the swelling potential of compacted soils

(2009) C. Kayadelen et al.   Environmental Earth Sciences

Generating prediction rules for liquefaction through data mining

(2009) Adil Baykasoğlu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Applications of engineering seismology for site characterization

(2009) Oz Yilmaz et al.   Journal of Earth Science

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

(2009) Biswajeet Pradhan et al.   Landslides

The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration

(2009) Alessandro Liberati et al.   PLOS MEDICINE

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   PLOS MEDICINE

Predicting intact rock strength for mechanical excavation using multivariate statistics, artificial neural networks, and regression trees

(2008) Bulent Tiryaki   ENGINEERING GEOLOGY

Modeling Pile Capacity Using Support Vector Machines and Generalized Regression Neural Network

(2008) Mahesh Pal et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Radial basis function neural network for hydrologic inversion: an appraisal with classical and spatio-temporal geostatistical techniques in the context of site characterization

(2008) Amvrossios C. Bagtzoglou et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Prediction of geological hazardous zones in front of a tunnel face using TSP-203 and artificial neural networks

(2008) Andisheh Alimoradi et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Landslides susceptibility mapping based on geographical information system, GuiZhou, south-west China

(2008) Wei Dong Wang et al.   Environmental geology.

Dynamic soil–structure interaction analysis of buildings by neural networks

(2006) Murat Pala et al.   CONSTRUCTION AND BUILDING MATERIALS