ENGLISH

Machine Learning for Advanced Functional Materials

By Nirav Joshi (editor) , Vinod Kushvaha (editor) , Priyanka Madhushri (editor)

Book information

Publisher
Springer
Year
2023
ISBN
9819903920, 9789819903924
Language
english
Format
EPUB
Filesize
57 MB (59333874 bytes)
Edition
1st ed. 2023
Pages
311\0
Time added
2023-05-23 20:02:17

Description

This book presents recent advancements of machine learning methods and their applications in material science and nanotechnologies. It provides an introduction to the field and for those who wish to explore machine learning in modeling as well as conduct data analyses of material characteristics. The book discusses ways to enhance the material’s electrical and mechanical properties based on available regression methods for supervised learning and optimization of material attributes. In summary, the growing interest among academics and professionals in the field of machine learning methods in functional nanomaterials such as sensors, solar cells, and photocatalysis is the driving force for behind this book. This is a comprehensive scientific reference book on machine learning for advanced functional materials and provides an in-depth examination of recent achievements in material science by focusing on topical issues using machine learning methods.

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