17 Revolutionizing Concrete Engineering Predicting Material Properties with AI Insights

Khushi Sabarad and Sivakannan Subramani

DOI: 10.1201/9781003405436-23

17.1 Introduction

The construction industry has experienced a growing demand for new concrete mixtures, which has led to the need for research on the physical characteristics of concrete. This research aims to address the industry’s difficulties in generating new concrete types and ultimately improve design standards. In the field of concrete prediction models, empirical relationships derived from statistical analysis, particularly, there has been a wide use of the regression model (Cheng et al. 2012; Yuan et al. 2014). These regression models utilize mathematical expressions to find ...

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