Hybrid gradient boosting with meta-heuristic algorithms prediction of unconfined compressive strength of stabilized soil based on initial soil properties, mix design and effective compaction

Application of Artificial Intelligence to Determined Unconfined Compressive Strength of Cement-Stabilized Soil in Vietnam

(2021) Huong Thi Thanh Ngo et al.   Applied Sciences-Basel

Effectiveness of fresh cement kiln dust as a soil stabilizer and stabilization mechanism of high swelling clays

(2021) Waleed Abdelmoghny Metwaly Ogila   Environmental Earth Sciences

Optimization of fly ash based soil stabilization using secondary admixtures for sustainable road construction

(2021) Rintu Renjith et al.   JOURNAL OF CLEANER PRODUCTION

Sewage treatment sludge biochar activated blast furnace slag as a low carbon binder for soft soil stabilisation

(2021) J. Gonzalez et al.   JOURNAL OF CLEANER PRODUCTION

Estimation of Strength Development of Cement-Stabilized Clayey Soils with Activity Number, Liquid Limit, and Apparent Void Ratio

(2021) Jurong Bi et al.   International Journal of Geomechanics

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

(2021) Davide Chicco et al.   PeerJ Computer Science

Estimation of IRI from PASER using ANN based on k-means and fuzzy c-means clustering techniques: a case study

(2021) Jalal Barzegaran et al.   International Journal of Pavement Engineering

Computational Hybrid Machine Learning Based Prediction of Shear Capacity for Steel Fiber Reinforced Concrete Beams

(2020) Hai-Bang Ly et al.   Sustainability

Performance of clay stabilized by cementitious materials and inclusion of zeolite/alkaline metals-based additive

(2020) E.U. Eyo et al.   Transportation Geotechnics

Geomechanical behaviour of a soft soil stabilised with alkali-activated blast-furnace slags

(2020) Manuela Corrêa-Silva et al.   JOURNAL OF CLEANER PRODUCTION

Modeling the international roughness index performance on semi-rigid pavements in single carriageway roads

(2020) Heriberto Pérez-Acebo et al.   CONSTRUCTION AND BUILDING MATERIALS

The rheological, fresh and strength effects of cold-bonded geopolymer made with metakaolin and slag for grouting

(2020) Hamza Güllü et al.   CONSTRUCTION AND BUILDING MATERIALS

Flexural Strength Prediction Models for Soil–Cement from Unconfined Compressive Strength at Seven Days

(2019) Alaitz Linares-Unamunzaga et al.   Materials

Hybrid Artificial Intelligence Approaches for Predicting Critical Buckling Load of Structural Members under Compression Considering the Influence of Initial Geometric Imperfections

(2019) Hai-Bang Ly et al.   Applied Sciences-Basel

Sustainable disposal of cement kiln dust in the production of cementitious materials

(2019) Hamdy A. Abdel-Gawwad et al.   JOURNAL OF CLEANER PRODUCTION

Evaluating unconfined compressive strength of cohesive soils stabilized with geopolymer: a computational intelligence approach

(2018) Hamed Javdanian et al.   ENGINEERING WITH COMPUTERS

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

(2018) Sepehr Soleimani et al.   MEASUREMENT

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

A new prediction method for the rheological behavior of grout with bottom ash for jet grouting columns

(2017) Hamza Güllü   SOILS AND FOUNDATIONS

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

Cement stabilized rammed earth as a sustainable construction material

(2016) K.K.G.K.D. Kariyawasam et al.   CONSTRUCTION AND BUILDING MATERIALS

Use of ranking measure for performance assessment of correlations for the compression index

(2016) Hamza Güllü et al.   European Journal of Environmental and Civil Engineering

Response surface methodology for optimization of stabilizer dosage rates of marginal sand stabilized with Sludge Ash and fiber based on UCS performances

(2016) Hamza Güllü et al.   KSCE Journal of Civil Engineering

A novel approach to prediction of rheological characteristics of jet grout cement mixtures via genetic expression programming

(2016) Hamza Güllü   NEURAL COMPUTING & APPLICATIONS

Prediction of unconfined compressive strength of geopolymer stabilized clayey soil using Artificial Neural Network

(2015) Ruhul Amin Mozumder et al.   COMPUTERS AND GEOTECHNICS

Estimation of compressive strength of cement-treated marine clays with different initial water contents

(2015) Takashi Tsuchida et al.   SOILS AND FOUNDATIONS

Effects of Clay and Moisture Content on Direct Shear Tests for Clay-Sand Mixtures

(2013) Muawia A. Dafalla   Advances in Materials Science and Engineering

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

STRENGTH DEVELOPMENT IN CEMENT ADMIXED BANGKOK CLAY: LABORATORY AND FIELD INVESTIGATIONS

(2011) SUKSUN HORPIBULSK et al.   SOILS AND FOUNDATIONS

Modeling of maximum dry density and optimum moisture content of stabilized soil using artificial neural networks

(2010) Amir Hossein Alavi et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE