Evaluation of Artificial Intelligence Methods to Estimate the Compressive Strength of Geopolymers.

ABSTRACT: The depletion of natural resources and greenhouse gas emissions related to the manufacture and use of ordinary Portland cement (OPC) pose serious concerns to the environment and human life. The present research focuses on using alternative binders to replace OPC. Geopolymer might be the best option because it requires waste materials enriched in aluminosilicate for its production. The research on geopolymer concrete (GPC) is growing rapidly. However, substantial effort and expenses are required to cast specimens, cures, and tests. Applying novel techniques for the said purpose is the key requirement for rapid and cost-effective research. In this research, supervised machine learning (SML) techniques, including two individual (decision tree (DT) and gene expression programming (GEP)) and tw

SUBMITTER: Zou Y 

PROVIDER: S-EPMC9140756 | biostudies-literature | 2022 Apr

REPOSITORIES: biostudies-literature