Application of hybrid intelligent systems in predicting the unconfined compressive strength of clay material mixed with recycled additive

Improved Levenberg–Marquardt backpropagation neural network by particle swarm and whale optimization algorithms to predict the deflection of RC beams

(2021) Jue Zhao et al.   ENGINEERING WITH COMPUTERS

Evaluation of workability and mechanical properties of asphalt binder and mixture modified with waste toner

(2021) Jiandong Huang et al.   CONSTRUCTION AND BUILDING MATERIALS

Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm

(2021) Jiandong Huang et al.   ENGINEERING WITH COMPUTERS

Surrogate models for the compressive strength mapping of cement mortar materials

(2021) Panagiotis G. Asteris et al.   Soft Computing

Evaluation of pore size distribution and permeability reduction behavior in pervious concrete

(2021) Jiandong Huang et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical response of saturated and unsaturated gravels of different sizes in drained triaxial testing

(2020) Israa Jamal Alhani et al.   Acta Geotechnica

A Novel Hybrid Soft Computing Model Using Random Forest and Particle Swarm Optimization for Estimation of Undrained Shear Strength of Soil

(2020) Binh Thai Pham et al.   Sustainability

Application of soft computing techniques for shallow foundation reliability in geotechnical engineering

(2020) Rahul Ray et al.   Geoscience Frontiers

An Efficient Optimal Neural Network Based on Gravitational Search Algorithm in Predicting the Deformation of Geogrid-Reinforced Soil Structures

(2020) Ehsan Momeni et al.   Transportation Geotechnics

Soft-computing techniques for prediction of soils consolidation coefficient

(2020) Manh Duc Nguyen et al.   CATENA

A new hybrid grey wolf optimizer-feature weighted-multiple kernel-support vector regression technique to predict TBM performance

(2020) Haiqing Yang et al.   ENGINEERING WITH COMPUTERS

Prediction of ground vibration induced by blasting operations through the use of the Bayesian Network and random forest models

(2020) Jian Zhou et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Anti-rutting performance of the damping asphalt mixtures (DAMs) made with a high content of asphalt rubber (AR)

(2020) Jiandong Huang et al.   CONSTRUCTION AND BUILDING MATERIALS

A Study on UCS of Stabilized Peat with Natural Filler: A Computational Estimation Approach

(2019) Ali Dehghanbanadaki et al.   KSCE Journal of Civil Engineering

Computational estimation of lateral pile displacement in layered sand using experimental data

(2019) Mahdy Khari et al.   MEASUREMENT

A new hybrid method for predicting ripping production in different weathering zones through in-situ tests

(2019) Edy Tonnizam Mohamad et al.   MEASUREMENT

Improvement of ANFIS Model for Prediction of Compressive Strength of Manufactured Sand Concrete

(2019) Ly et al.   Applied Sciences-Basel

Slope stability prediction for circular mode failure using gradient boosting machine approach based on an updated database of case histories

(2019) Jian Zhou et al.   SAFETY SCIENCE

Invasive Weed Optimization Technique-Based ANN to the Prediction of Rock Tensile Strength

(2019) Lei Huang et al.   Applied Sciences-Basel

Genetic programming for soil-fiber composite assessment

(2018) HV Kurugodu et al.   ADVANCES IN ENGINEERING SOFTWARE

The effect of ICA and PSO on ANN results in approximating elasticity modulus of rock material

(2018) Hua Tian et al.   ENGINEERING WITH COMPUTERS

Utilization of Recycled Tiles and Tyres in Stabilization of Soils and Production of Construction Materials – A State-of-the-Art Review

(2018) Mohammed Ali Mohammed Al-Bared et al.   KSCE Journal of Civil Engineering

New prediction models for unconfined compressive strength of geopolymer stabilized soil using multi-gen genetic programming

(2018) Sepehr Soleimani et al.   MEASUREMENT

Experimental and intelligent techniques to estimate bearing capacity of cohesive soft soils reinforced with soil-cement columns

(2018) Aliff Ridzuan Bunawan et al.   MEASUREMENT

Applying various hybrid intelligent systems to evaluate and predict slope stability under static and dynamic conditions

(2018) Mohammadreza Koopialipoor et al.   SOFT COMPUTING

Effects of joints on the cutting behavior of disc cutter running on the jointed rock mass

(2018) H.Q. Yang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Measuring the engineering properties of marine clay treated with disposed granite waste

(2018) Nurul Zainuddin et al.   MEASUREMENT

An expert system based on hybrid ICA-ANN technique to estimate macerals contents of Indian coals

(2017) Manoj Khandelwal et al.   Environmental Earth Sciences

Experimental investigation on compaction and Atterberg limits characteristics of soils: Aspects of clay content using artificial mixtures

(2017) Kunyong Zhang et al.   KSCE Journal of Civil Engineering

Self-compacting concrete strength prediction using surrogate models

(2017) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Experimental Investigation of Rapid Stabilization of Soft Clay Soils Using Chemical Admixtures

(2017) Zheng Shen et al.   Soil Mechanics and Foundation Engineering

Development of hybrid intelligent models for predicting TBM penetration rate in hard rock condition

(2017) Danial Jahed Armaghani et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

On the prediction of unconfined compressive strength of silty soil stabilized with bottom ash, jute and steel fibers via artificial intelligence

(2017) Hamza Gullu et al.   Geomechanics and Engineering

Strength development in soft marine clay stabilized by fly ash and calcium carbide residue based geopolymer

(2016) Chayakrit Phetchuay et al.   APPLIED CLAY SCIENCE

Function development for appraising brittleness of intact rocks using genetic programming and non-linear multiple regression models

(2016) Manoj Khandelwal et al.   ENGINEERING WITH COMPUTERS

Prediction of the uniaxial compressive strength of sandstone using various modeling techniques

(2016) Danial Jahed Armaghani et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Classification of Rockburst in Underground Projects: Comparison of Ten Supervised Learning Methods

(2016) Jian Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Prediction of the durability of limestone aggregates using computational techniques

(2016) Seyed Vahid Alavi Nezhad Khalil Abad et al.   NEURAL COMPUTING & APPLICATIONS

Analysis on the damage behavior of mixed ground during TBM cutting process

(2016) Haiqing Yang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Soil Stabilization with Using Waste Materials against Freezing Thawing Effect

(2015) F. Yilmaz et al.   ACTA PHYSICA POLONICA A

Prediction and optimization of back-break and rock fragmentation using an artificial neural network and a bee colony algorithm

(2015) Ebrahim Ebrahimi et al.   Bulletin of Engineering Geology and the Environment

Compaction and strength characteristics of fly ash and fiber amended clayey soil

(2015) Y. Yilmaz   ENGINEERING GEOLOGY

Modelling of upheaval buckling of offshore pipeline buried in clay soil using genetic programming

(2015) Ali Nazari et al.   ENGINEERING STRUCTURES

Combination of neural network and ant colony optimization algorithms for prediction and optimization of flyrock and back-break induced by blasting

(2015) Amir Saghatforoush et al.   ENGINEERING WITH COMPUTERS

Prediction of combined effects of fibers and cement on the mechanical properties of sand using particle swarm optimization algorithm

(2015) Saman Soleimani Kutanaei et al.   JOURNAL OF ADHESION SCIENCE AND TECHNOLOGY

Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction

(2015) Jian Zhou et al.   NATURAL HAZARDS

Developing a hybrid PSO–ANN model for estimating the ultimate bearing capacity of rock-socketed piles

(2015) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Application of adaptive neuro-fuzzy technique to predict the unconfined compressive strength of PFA-sand-cement mixture

(2015) Shervin Motamedi et al.   POWDER TECHNOLOGY

Influence of sodium silicate and promoters on unconfined compressive strength of Portland cement-stabilized clay

(2015) Cong Ma et al.   SOILS AND FOUNDATIONS

Prediction of the unconfined compressive strength of soft rocks: a PSO-based ANN approach

(2014) Edy Tonnizam Mohamad et al.   Bulletin of Engineering Geology and the Environment

Yielding of cement-treated marine clay

(2014) HuaWen Xiao et al.   SOILS AND FOUNDATIONS

Strength and deformation properties of Dunkirk marine sediments solidified with cement, lime and fly ash

(2013) Dongxing Wang et al.   ENGINEERING GEOLOGY

Unconfined Compression Strength of Reinforced Clays with Carpet Waste Fibers

(2012) M. Mirzababaei et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Particle swarm optimization trained neural network for aquifer parameter estimation

(2012) Sudheer Ch et al.   KSCE Journal of Civil Engineering

Modeling global solar radiation using Particle Swarm Optimization (PSO)

(2012) Mohamed Ahmed Mohandes   SOLAR ENERGY

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

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

Long-term prediction model of rockburst in underground openings using heuristic algorithms and support vector machines

(2011) Jian Zhou et al.   SAFETY SCIENCE

Applying Wavelets to Short-Term Load Forecasting Using PSO-Based Neural Networks

(2009) Z.A. Bashir et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Prediction of the unconfined compressive strength of compacted granular soils by using inference systems

(2009) Ekrem Kalkan et al.   Environmental geology.

Undrained Shear Strength of K0 Consolidated Soft Soils

(2008) Li-Zhong Wang et al.   International Journal of Geomechanics

Prediction of uniaxial compressive strength of sandstones using petrography-based models

(2007) K. Zorlu et al.   ENGINEERING GEOLOGY