Development of mathematically motivated hybrid soft computing models for improved predictions of ultimate bearing capacity of shallow foundations

Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China

(2022) Wengang Zhang et al.   Journal of Rock Mechanics and Geotechnical Engineering

Prediction of the blast-induced ground vibration in tunnel blasting using ANN, moth-flame optimized ANN, and gene expression programming

(2021) Abiodun Ismail Lawal et al.   Acta Geophysica

Metamodel-Based Reliability Analysis in Spatially Variable Soils Using Convolutional Neural Networks

(2021) Ze Zhou Wang et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Efficient reliability analysis considering uncertainty in random field parameters: Trained neural networks as surrogate models

(2021) Xuzhen He et al.   COMPUTERS AND GEOTECHNICS

A new modification to Mononobe-Okabe's pseudo-static model for passive earth pressure prediction using homogeneous differential equation

(2021) Abiodun Ismail Lawal   MECHANICS RESEARCH COMMUNICATIONS

Neural network-based model for predicting particle size of AZ61 powder during high-energy mechanical milling

(2021) Akeem Damilola Akinwekomi et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of an environmental impact of tunnel blasting using ordinary artificial neural network, particle swarm and Dragonfly optimized artificial neural networks

(2021) Abiodun Ismail Lawal et al.   APPLIED ACOUSTICS

Prediction of Ultimate Bearing Capacity of Shallow Foundations on Cohesionless Soils: A Gaussian Process Regression Approach

(2021) Mahmood Ahmad et al.   Applied Sciences-Basel

Prediction of Mechanical Properties of Coal from Non-destructive Properties: A Comparative Application of MARS, ANN, and GA

(2021) Abiodun Ismail Lawal et al.   Natural Resources Research

Comparison of machine learning methods for ground settlement prediction with different tunneling datasets

(2021) Libin Tang et al.   Journal of Rock Mechanics and Geotechnical Engineering

Probabilistic stability analysis of earth dam slope under transient seepage using multivariate adaptive regression splines

(2020) Lin Wang et al.   Bulletin of Engineering Geology and the Environment

New explicit formulation for shallow foundations’ ultimate bearing capacity rested on granular soil using M5’ model tree

(2020) Rouhollah Khorrami et al.   MEASUREMENT

Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method

(2020) Lin Wang et al.   Acta Geotechnica

Deficiencies of the vertical slice method in assessment of the seismic earth pressures

(2020) Shi-Yu Xu et al.   Acta Geotechnica

Application of artificial intelligence to rock mechanics: An overview

(2020) Abiodun Ismail Lawal et al.   Journal of Rock Mechanics and Geotechnical Engineering

Neural network approach based on a bilevel optimization for the prediction of underground blast-induced ground vibration amplitudes

(2019) Gustavo Paneiro et al.   NEURAL COMPUTING & APPLICATIONS

Undrained bearing capacity of spatially random soil for rectangular footings

(2019) Marcin Chwała   SOILS AND FOUNDATIONS

Estimation of static earth pressures for a sloping cohesive backfill using extended Rankine theory with a composite log-spiral failure surface

(2018) Shi-Yu Xu et al.   Acta Geotechnica

The bearing capacity factor N γ of strip footings on c–ϕ–γ soil using the method of characteristics

(2016) Dongdong Han et al.   SpringerPlus

Bearing capacity analysis using the method of characteristics

(2013) Jian-Ping Sun et al.   ACTA MECHANICA SINICA

Lower-bound calculations of the bearing capacity of eccentrically loaded footings in cohesionless soil

(2012) Sven Krabbenhoft et al.   CANADIAN GEOTECHNICAL JOURNAL

Prediction of ultimate bearing capacity of shallow foundations on cohesionless soils: An evolutionary approach

(2012) Habib Shahnazari et al.   KSCE Journal of Civil Engineering

Determining ultimate bearing capacity of shallow foundations using a genetic programming system

(2012) Hsing-Chih Tsai et al.   NEURAL COMPUTING & APPLICATIONS

Is Google Scholar useful for bibliometrics? A webometric analysis

(2011) Isidro F. Aguillo   SCIENTOMETRICS

New approaches to determine the ultimate bearing capacity of shallow foundations based on artificial neural networks and ant colony optimization

(2010) Adem Kalinli et al.   ENGINEERING GEOLOGY

Application of statistical learning algorithms to ultimate bearing capacity of shallow foundation on cohesionless soil

(2010) Pijush Samui   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

A CPSO-SVM Model for Ultimate Bearing Capacity Determination

(2010) Hong-bo Zhao et al.   MARINE GEORESOURCES & GEOTECHNOLOGY

Bearing capacity of strip and circular footings in sand using finite elements

(2009) D. Loukidis et al.   COMPUTERS AND GEOTECHNICS

ANN-based model for predicting the bearing capacity of strip footing on multi-layered cohesive soil

(2008) Y.L. Kuo et al.   COMPUTERS AND GEOTECHNICS

Ultimate bearing capacity prediction of shallow foundations on cohesionless soils using neurofuzzy models

(2007) D. Padmini et al.   COMPUTERS AND GEOTECHNICS