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portada Machine Learning for Advanced Functional Materials
Type
Physical Book
Publisher
Author
Language
English
Pages
303
Format
Hardcover
Dimensions
23.6x15.8x1.8 cm
Weight
0.64 kg.
ISBN13
9789819903924
Edition No.
1
Categories

Machine Learning for Advanced Functional Materials

Joshi, Nirav ; Kushvaha, Vinod ; Madhushri, Priyanka (Author) · Springer · Hardcover

Machine Learning for Advanced Functional Materials - Joshi, Nirav ; Kushvaha, Vinod ; Madhushri, Priyanka

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Synopsis "Machine Learning for Advanced Functional Materials"

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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