Influence of variation of soil properties in bearing capacity and settlement analysis of a strip footing using random finite element method

V Kumar, A Burman, FHM Portelinha… - Civil Engineering …, 2023 - ceij.ut.ac.ir
This study analyzes bearing capacity and settlement for a strip footing at the proposed NIT
Patna Bihta campus site. It uses the Random Finite Element Method (RFEM) based …

Slope Stability Analysis of Vetiver Grass Stabilized Soil Using Genetic Programming and Multivariate Adaptive Regression Splines

N Kumar, S Kumari - Transportation Infrastructure Geotechnology, 2024 - Springer
Abstract Machine learning (ML) has been successful in predicting factors of safety of slopes;
however, it has not yet been utilized for slope stabilization with vetiver grass, which offers a …

State-of-the-art advanced hybrid ANNs paradigm for assessment and prediction of slope stability

N Kumar, S Kumari - Multiscale and Multidisciplinary Modeling …, 2024 - Springer
The study presents advanced hybrid artificial neural network (ANN) models to enhance the
analysis of slope stability and the prediction of the factor of safety (FOS). Conventional …

Hybrid neuro-fuzzy ML and MC simulation-based Reliability Analysis of Simply Supported Beam

A Kumar, B Rai, P Samui - Civil Engineering Infrastructures Journal, 2024 - ceij.ut.ac.ir
The paper introduces an innovative approach utilizing hybrid Adaptive Neuro Fuzzy
Inference System (ANFIS) models for the reliability-based design of structural beams. While …