A review of physics-based machine learning in civil engineering

• Published in: Results in engineering Vol. 13; p. 100316
• Main Authors: Vadyala, Shashank Reddy, Betgeri, Sai Nethra, Matthews, John C., Matthews, Elizabeth
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.03.2022; Elsevier
• Subjects: Civil engineering; Deep neural network; Machine learning; Physics-based machine learning; Physics-based machine learning; Deep neural network; Civil engineering; Machine learning

The recent development of machine learning (ML) and Deep Learning (DL) increases the opportunities in all the sectors. ML is a significant tool that can be applied across many disciplines, but its direct application to civil engineering problems can be challenging. ML for civil engineering applicati...