An intelligent approach for predicting the strength of geosynthetic-reinforced subgrade soil

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

(2020) Rouhollah Khorrami et al.   MEASUREMENT

An extreme machine learning model for geosynthetic-reinforced sandy soil foundations

(2020) Muhammad Nouman Amjad Raja et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-GEOTECHNICAL ENGINEERING

Development of genetic-based models for predicting the resilient modulus of cohesive pavement subgrade soils

(2020) Behnam Ghorbani et al.   SOILS AND FOUNDATIONS

A proper model to predict energy efficiency, exergy efficiency, and water productivity of a solar still via optimized neural network

(2020) Saeed Nazari et al.   JOURNAL OF CLEANER PRODUCTION

Development of an artificial neural network (ANN)-based model to predict permanent deformation of base course containing reclaimed asphalt pavement (RAP)

(2020) Saad Ullah et al.   Road Materials and Pavement Design

Experimental investigation and modelling the deformation properties of demolition wastes subjected to freeze–thaw cycles using ANN and SVR

(2020) Behnam Ghorbani et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental and ANN analysis of temperature effects on the permanent deformation properties of demolition wastes

(2020) Behnam Ghorbani et al.   Transportation Geotechnics

Multivariate adaptive regression splines model for reinforced soil foundations

(2020) M.N.A. Raja et al.   GEOSYNTHETICS INTERNATIONAL

Shakedown analysis of PET blends with demolition waste as pavement base/subbase materials using experimental and neural network methods

(2020) Behnam Ghorbani et al.   Transportation Geotechnics

Optimizing ANN models with PSO for predicting short building seismic response

(2019) Hoang Nguyen et al.   ENGINEERING WITH COMPUTERS

Strength enhancement of the subgrade soil of unpaved road with geosynthetic reinforcement layers

(2019) Meenakshi Singh et al.   Transportation Geotechnics

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

(2019) Zhendong Zhang et al.   APPLIED ENERGY

Applying several machine learning approaches for prediction of unconfined compressive strength of stabilized pond ashes

(2019) Manju Suthar   NEURAL COMPUTING & APPLICATIONS

Feature validity during machine learning paradigms for predicting biodiesel purity

(2019) Hossein Moayedi et al.   FUEL

Predicting compressive strength of lightweight foamed concrete using extreme learning machine model

(2018) Zaher Mundher Yaseen et al.   ADVANCES IN ENGINEERING SOFTWARE

Performance evaluation of full-scale geosynthetic reinforced flexible pavement

(2018) Q. Chen et al.   GEOSYNTHETICS INTERNATIONAL

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

Performance of geosynthetic reinforced/stabilized paved roads built over soft soil under cyclic plate loads

(2016) Murad Abu-Farsakh et al.   GEOTEXTILES AND GEOMEMBRANES

Index Void Ratios of Sands from Their Intrinsic Properties

(2016) Junxing Zheng et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Use of neural networks for the prediction of the CBR value of some Aegean sands

(2015) Yusuf Erzin et al.   NEURAL COMPUTING & APPLICATIONS

Support vector machine to predict the indirect tensile strength of foamed bitumen-stabilised base course materials

(2015) Mojtaba Nazemi et al.   Road Materials and Pavement Design

An evolutionary approach for modeling of shear strength of RC deep beams

(2013) Amir Hossein Gandomi et al.   MATERIALS AND STRUCTURES

Prediction of California bearing ratio of subbase layer using multiple linear regression models

(2013) Mohammad Alawi et al.   Road Materials and Pavement Design

Stiffness of sands through a laboratory test database

(2012) S. OZTOPRAK et al.   GEOTECHNIQUE

SUPERIORITY OF ARTIFICIAL NEURAL NETWORKS OVER STATISTICAL METHODS IN PREDICTION OF THE OPTIMAL LENGTH OF ROCK BOLTS

(2012) Hadi Hasanzadehshooiili et al.   Journal of Civil Engineering and Management

Resilient Moduli Response of Recycled Construction and Demolition Materials in Pavement Subbase Applications

(2012) A. Arulrajah et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Prediction of California bearing ratio (CBR) of fine grained soils by AI methods

(2010) T. Taskiran   ADVANCES IN ENGINEERING SOFTWARE

Estimation of California bearing ratio by using soft computing systems

(2010) B. Yildirim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Use of coir geotextiles in unpaved road construction

(2010) P. Vinod et al.   GEOSYNTHETICS INTERNATIONAL

Effect of geogrid in granular base strength – An experimental investigation

(2007) Eric Duncan-Williams et al.   CONSTRUCTION AND BUILDING MATERIALS

On Some Aspects of Variable Selection for Partial Least Squares Regression Models

(2007) Partha Pratim Roy et al.   Quantitative structure-activity relationships & combinatorial science