This book presents the applications of artificial intelligence (AI) and machine learning in the research, design, and development of sustainable materials. The content focuses on the use of data analysis methods, neural networks, and machine learning algorithms to predict mechanical properties, optimize manufacturing processes, and evaluate the performance of polymer composite materials. Chapters introduce numerous case studies on stress analysis in carbon-epoxy and Kevlar-epoxy composites, microstructural characterization using image processing, building material evaluation, optimization of welding and additive manufacturing processes, and prediction of flexural and impact strength of materials. The document demonstrates the increasingly important role of AI in modern materials science, contributing to the development of efficient, energy-saving material solutions that meet sustainable development goals.

Ngôn ngữ:	eng
Tác giả:	Mishra, Akshansh (eds.), Jatti, Vijaykumar S. (eds.), Paliwal, Shivangi (eds.)
Thông tin nhan đề:	Sustainable Materials: The Role of Artificial Intelligence and Machine Learning
Nhà xuất bản:	CRC Press
Loại hình:	Giáo trình sách, tham khảo / Bộ sưu tập: Công nghệ thông tin
Mô tả vật lý:	214p.
Năm xuất bản:	2024