International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




Downloads: 0

Research Paper | Computer Engineering | India | Volume 11 Issue 6, June 2022


A Study of Machine Learning Algorithms for Concrete Compressive Strength Prediction

R. Harshitha Merlin | Dr. D. Preethi [3]


Abstract: The toughness of concrete is judged by its compressive power, and the compressive strength is typically determined using a traditional crushing test on a concrete cylinder. To achieve proper outcomes, it is recommended that one waits 28 days before testing the cylinder. Using machine learning techniques, this process can be accelerated. This paper includes a compressive strength examination of concrete as well as the development of machine learning models to predict compressive strength using machine learning methods such as Random Forest Regression, CatBoost, Light GBM, and ANN. The efficiency of different algorithms is assessed, and the model with the least RMSE (Root Mean Squared Error) is ultimately selected to forecast concrete compressive strength.


Keywords: artificial intelligence, machine learning, concrete, compressive strength, prediction, regression


Edition: Volume 11 Issue 6, June 2022,


Pages: 558 - 561


How to Cite this Article?

R. Harshitha Merlin, Dr. D. Preethi, "A Study of Machine Learning Algorithms for Concrete Compressive Strength Prediction", International Journal of Science and Research (IJSR), Volume 11 Issue 6, June 2022, pp. 558-561, https://www.ijsr.net/get_abstract.php?paper_id=SR22601144741

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'artificial intelligence'

Downloads: 0

Survey Paper, Computer Engineering, India, Volume 10 Issue 6, June 2021

Pages: 759 - 762

A Review on Intelligent Language Tutoring Systems& Relevance of NLP in ILTS

Lakshmi Kurup [2] | Meera Narvekar

Share this Article

Downloads: 2

Study Papers, Computer Engineering, India, Volume 11 Issue 3, March 2022

Pages: 1522 - 1525

Introduction to Machine Learning

Laksanya Mor [2]

Share this Article


Top