Predicting the thermal conductivity of soils using integrated approach of ANN and PSO with adaptive and time-varying acceleration coefficients

Predicting the settlement of geosynthetic-reinforced soil foundations using evolutionary artificial intelligence technique

(2021) Muhammad Nouman Amjad Raja et al.   GEOTEXTILES AND GEOMEMBRANES

Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models

(2021) Panagiotis G. Asteris et al.   CEMENT AND CONCRETE RESEARCH

Efficient computational techniques for predicting the California bearing ratio of soil in soaked conditions

(2021) Abidhan Bardhan et al.   ENGINEERING GEOLOGY

Novel application of adaptive swarm intelligence techniques coupled with adaptive network-based fuzzy inference system in predicting photovoltaic power

(2021) Mosbeh R. Kaloop et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel liquefaction study for fine-grained soil using PCA-based hybrid soft computing models

(2021) SUFYAN GHANI et al.   SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES

Soft computing based closed form equations correlating L and N-type Schmidt hammer rebound numbers of rocks

(2021) Panagiotis G. Asteris et al.   Transportation Geotechnics

Estimating unconfined compressive strength of unsaturated cemented soils using alternative evolutionary approaches

(2021) Navid Kardani et al.   Transportation Geotechnics

ELM-based adaptive neuro swarm intelligence techniques for predicting the California bearing ratio of soils in soaked conditions

(2021) Abidhan Bardhan et al.   APPLIED SOFT COMPUTING

Soft computing techniques for the prediction of concrete compressive strength using Non-Destructive tests

(2021) Panagiotis G. Asteris et al.   CONSTRUCTION AND BUILDING MATERIALS

A Fuzzy Rule-Based Approach to Address Uncertainty in Risk Assessment and Prediction of Blast-Induced Flyrock in a Quarry

(2020) Mahdi Hasanipanah et al.   Natural Resources Research

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

Examining Hybrid and Single SVM Models with Different Kernels to Predict Rock Brittleness

(2020) Danial Jahed Armaghani et al.   Sustainability

Mapping and holistic design of natural hydraulic lime mortars

(2020) Maria Apostolopoulou et al.   CEMENT AND CONCRETE RESEARCH

A unified soil thermal conductivity model based on artificial neural network

(2020) Nan Zhang et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Improved prediction of slope stability using a hybrid stacking ensemble method based on finite element analysis and field data

(2020) Navid Kardani et al.   Journal of Rock Mechanics and Geotechnical Engineering

Modelling of municipal solid waste gasification using an optimised ensemble soft computing model

(2020) Navid Kardani et al.   FUEL

Volcanic Soils: Inverse Modeling of Thermal Conductivity Data

(2019) V. R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Prediction of Flyrock in Mine Blasting: A New Computational Intelligence Approach

(2019) Hima Nikafshan Rad et al.   Natural Resources Research

Phase behavior modeling of asphaltene precipitation utilizing RBF-ANN approach

(2019) Mohammad Navid Kardani et al.   PETROLEUM SCIENCE AND TECHNOLOGY

Prediction of ultimate bearing capacity through various novel evolutionary and neural network models

(2019) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Novel applications of intelligent computing paradigms for the analysis of nonlinear reactive transport model of the fluid in soft tissues and microvessels

(2019) Iftikhar Ahmad et al.   NEURAL COMPUTING & APPLICATIONS

Assessing Dynamic Conditions of the Retaining Wall: Developing Two Hybrid Intelligent Models

(2019) Hui Chen et al.   Applied Sciences-Basel

Improving a thermal conductivity model of unsaturated soils based on multivariate distribution analysis

(2019) Haifeng Zou et al.   Acta Geotechnica

A Comparative Study of PSO-ANN, GA-ANN, ICA-ANN, and ABC-ANN in Estimating the Heating Load of Buildings’ Energy Efficiency for Smart City Planning

(2019) Le Thi Le et al.   Applied Sciences-Basel

Assessment of soil thermal conduction using artificial neural network models

(2019) Tao Zhang et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Machine learning models for the lattice thermal conductivity prediction of inorganic materials

(2019) Lihua Chen et al.   COMPUTATIONAL MATERIALS SCIENCE

Three hybrid intelligent models in estimating flyrock distance resulting from blasting

(2018) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

A new model to determine the thermal conductivity of fine-grained soils

(2018) Jun Bi et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Derivation of an Explicit Form of the Percolation-Based Effective-Medium Approximation for Thermal Conductivity of Partially Saturated Soils

(2018) Morteza Sadeghi et al.   WATER RESOURCES RESEARCH

Investigation on the thermal response of full-scale PHC energy pile and ground temperature in multi-layer strata

(2018) Yimu Guo et al.   APPLIED THERMAL ENGINEERING

A swarm intelligence-based machine learning approach for predicting soil shear strength for road construction: a case study at Trung Luong National Expressway Project (Vietnam)

(2018) Dieu Tien Bui et al.   ENGINEERING WITH COMPUTERS

Predicting the effective thermal conductivities of composite materials and porous media by machine learning methods

(2018) Han Wei et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network

(2018) Dieu Tien Bui et al.   ADVANCED ENGINEERING INFORMATICS

Improvement of Problematic Soils with Biopolymer—An Environmentally Friendly Soil Stabilizer

(2017) Nima Latifi et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Utilization of LSSVM strategy to predict water content of sweet natural gas

(2017) Mohammad Navid Kardani et al.   PETROLEUM SCIENCE AND TECHNOLOGY

A modified normalized model for predicting effective soil thermal conductivity

(2017) Hailong He et al.   Acta Geotechnica

Prediction of air-overpressure caused by mine blasting using a new hybrid PSO–SVR model

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

Thermal Conductivity of Pyroclastic Soil (Pozzolana) from the Environs of Rome

(2016) M. L. McCombie et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Application of PSO to develop a powerful equation for prediction of flyrock due to blasting

(2016) Mahdi Hasanipanah et al.   NEURAL COMPUTING & APPLICATIONS

Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques

(2016) Iman Mansouri et al.   NEURAL COMPUTING & APPLICATIONS

Estimation methods for thermal conductivity of sandy soil with electrical characteristics

(2016) Tetsuya Tokoro et al.   SOILS AND FOUNDATIONS

Thermal conductivity in porous media: Percolation-based effective-medium approximation

(2016) Behzad Ghanbarian et al.   WATER RESOURCES RESEARCH

Evaluation of soil thermal conductivity models

(2015) D. Barry-Macaulay et al.   CANADIAN GEOTECHNICAL JOURNAL

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

Closed-Form Equation for Thermal Conductivity of Unsaturated Soils at Room Temperature

(2015) Ning Lu et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Thermal Conductivity of Quartz Sands by Thermo-Time Domain Reflectometry Probe and Model Prediction

(2015) Nan Zhang et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Numerical simulation for the optimum design of ground source heat pump system using building foundation as horizontal heat exchanger

(2014) Yujin Nam et al.   ENERGY

Canadian Field Soils III. Thermal-Conductivity Data and Modeling

(2014) V. R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Thermal performance of two types of energy foundation pile: Helical pipe and triple U-tube

(2013) Angelo Zarrella et al.   APPLIED THERMAL ENGINEERING

Blasting-induced flyrock and ground vibration prediction through an expert artificial neural network based on particle swarm optimization

(2013) D. Jahed Armaghani et al.   Arabian Journal of Geosciences

Feasibility of combined solar thermal and ground source heat pump systems in cold climate, Canada

(2013) Farzin M. Rad et al.   ENERGY AND BUILDINGS

Thermal Conductivity of Standard Sands. Part III. Full Range of Saturation

(2013) V. R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Strength development in silty clay stabilized with calcium carbide residue and fly ash

(2013) Suksun Horpibulsuk et al.   SOILS AND FOUNDATIONS

Transient effect of soil thermal conductivity and duration of operation on performance of Earth Air Tunnel Heat Exchanger

(2012) Vikas Bansal et al.   APPLIED ENERGY

Prediction of effective thermal conductivity of moist porous materials using artificial neural network approach

(2011) Ramvir Singh et al.   BUILDING AND ENVIRONMENT

Prediction of flyrock and backbreak in open pit blasting operation: a neuro-genetic approach

(2010) M. Monjezi et al.   Arabian Journal of Geosciences

Thermal conductivity of sands

(2008) Shan Xiong Chen   HEAT AND MASS TRANSFER

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION