articleJournal of Composites ScienceSep 1, 2023GOLD OA

Artificial Intelligence in Predicting Mechanical Properties of Composite Materials

Addis Ababa Science and Technology University · University of Gondar · +1 more institution

Indexed incrossref

Abstract

The determination of mechanical properties plays a crucial role in utilizing composite materials across multiple engineering disciplines. Recently, there has been substantial interest in employing artificial intelligence, particularly machine learning and deep learning, to accurately predict the mechanical properties of composite materials. This comprehensive review paper examines the applications of artificial intelligence in forecasting the mechanical properties of different types of composites. The review begins with an overview of artificial intelligence and then outlines the process of predicting material properties. The primary focus of this review lies in exploring various machine learning and deep…

Citation impact

209
total citations
FWCI
18.97
Percentile
100%
References
220
Citations per year

Authors

4

Topics & keywords

Keywords
  • Artificial intelligence
  • Field (mathematics)
  • Strengths and weaknesses
  • Process (computing)
  • Computer science
  • Machine learning
  • Domain (mathematical analysis)
  • Mathematics
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