Ali Lashkari

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Estimation of diaphragm wall deflections for deep braced excavation in anisotropic clays using ensemble learning

Constitutive Modeling for Transparent Granular Soils

A comparative analysis of biomass torrefaction severity index prediction from machine learning

Model predictions for behaviors of sand-nonplastic-fines mixturesusing equivalent-skeleton void-ratio state index

Assessment of pile drivability using random forest regression and multivariate adaptive regression splines

Multivariate adaptive regression splines for analysis of geotechnical engineering systems

Liquefaction resistance of bio-cemented calcareous sand

Assessment of soil liquefaction based on capacity energy concept and multivariate adaptive regression splines

On the modeling of the state dependency of granular soils

Prediction of the shaft resistance of nondisplacement piles in sand

Prediction of flow liquefaction instability of clean and silty sands

Recommendations for extension and re-calibration of an existing sand constitutive model taking into account varying non-plastic fines content