Typical timelines to go from discovery to impact in the advanced materials sector are between 10 to 30 years. Advances in robotics and artificial intelligence a

Machine learning methods have lowered the cost of exploring new structures of unknown compounds, and can be used to predict reasonable expectations and subseque

This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning fr

Zusammenfassung: Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advan

A unique and timely book providing an overview of both the methodologies and applications of computational materials design.