Scope of machine learning in materials research—A review

Scope of machine learning in materials research—A review

This comprehensive review investigates the multifaceted applications of machine learning in materials research across six key dimensions, redefining the field's boundaries. It explains various knowledge acquisition mechanisms starting with supervised, unsupervised, reinforcement, and deep learn...

Full description

Bibliographic Details
Main Authors: Md Hosne Mobarak, Mariam Akter Mimona, Md. Aminul Islam, Nayem Hossain, Fatema Tuz Zohura, Ibnul Imtiaz, Md Israfil Hossain Rimon
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Applied Surface Science Advances
Subjects:
Machine learning
Materials research
Machine learning methods
Material synthesis
Image processing
Online Access:http://www.sciencedirect.com/science/article/pii/S2666523923001575

Internet

http://www.sciencedirect.com/science/article/pii/S2666523923001575

Similar Items