+2 MM articles scientifics and academics

49 Articles

1 of 6 pages | 10 records | more records»

Determination of Strain Energy for Triggering Liquefaction Based on Gaussian Process Regression

Jayaraman Karthikeyan, Pijush Samui

The determination of seismic liquefaction potential of soil is an imperative task in earthquake engineering. This article adopts Gaussian Process Regression (GPR) for determination of amount of strain energy required to induce liquefaction. Effective mean... see more

Earthquake | liquefaction | Gaussian process regression | variance | artificial neural network.

Engineering Journal (EJ) , 2013

Free Access

Estimating Concrete Compressive Strength Using MARS, LSSVM and GP

Rahul Biswas, Baboo Rai, Pijush Samui, Sanjiban Sekhar Roy

Engineering Journal (EJ) , 2020

Free Access

Determination of Compressive Strength of Concrete by Statistical Learning Algorithms

Pijush Samui

This article adopts three statistical learning algorithms: support vector machine (SVM), lease square support vector machine (LSSVM), and relevance vector machine (RVM), for predicting compressive strength (fc) of concrete. Fly ash replacement ratio (FA),... see more

Support vector machine | least square support vector machine | relevance vector machine | compressive strength | concrete.

Engineering Journal (EJ) , 2013

Free Access

A Multivariate Adaptive Regression Spline Approach for Prediction of Maximum Shear Modulus and Minimum Damping Ratio

Pijush Samui, Dwarkadas Pralhaddas Kothari

This study uses multivariate adaptive regression spline (MARS) for determination of maximum shear modulus (Gmax) and minimum damping ratio (?min) of synthetic reinforced soil. MARS employs confining pressure (s, psi), rubber (r, %) and sand (s, %) as inpu... see more