Prediction of the splitting tensile strength of manufactured sand based high-performance concrete using explainable machine learning

R Kumar, P Samui, B Rai - Iranian Journal of Science and Technology …, 2024 - Springer
A potential environmentally friendly building material is concrete containing manufactured
sand. The utilization of manufactured sand in the production of high-performance concrete …

Prediction of time-dependent bearing capacity of concrete pile in cohesive soil using optimized relevance vector machine and long short-term memory models

J Khatti, M Khanmohammadi, Y Fissha - Scientific Reports, 2024 - nature.com
The present investigation employs relevance vector machine (RVM) and long short-term
memory (LSTM) models to predict the time-dependent bearing capacity of concrete piles …

Micro and macrostructural investigations on the fracture mechanism of the brittle rocks under compressive loading

T Asheghi Mehmandari, M Mohammadifar… - … Experiments and Design, 2025 - Springer
This study provides valuable insights into the damage patterns and fracture mechanisms of
travertine and marble, two rocks widely utilized for various applications. Given the strong …

Development of a New Modified Sonar Inspired Optimization based on Machine Learning Methods for Evaluating Compressive of High-Performance Concrete

A Nikkhoo, A Moshtagh… - Journal of Rehabilitation …, 2024 - civiljournal.semnan.ac.ir
The nonlinearity observed in high-performance concrete (HPC) can be attributed to its
distinctive features. This study examines the effectiveness of expert frameworks in …