The State of Art in Machine Learning Applications in Civil Engineering

Abstract

Machine learning (ML) is one of the methods used by the artificial intelligence approach. Machine learning is used to teach machines how to handle data more efficiently. The purpose of machine learning is to learn from the data. Thanks to machine learning, a certain result can be reached without the need for an expert on the subject. It has very common usage areas from the financial sector to e-mail analysis. Machine learning is also widely used in civil engineering. In this study, machine learning is explained in historical development, and general terms and the studies that have been done are summarized. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.