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

This book deals with an information-driven approach to plan materials discovery and design, iterative learning. The authors present contrasting but complementar

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

The book is concerned with the use of Artificial Intelligence in the discovery, production and application of new engineering materials. Topics covered include

This volume looks at modern approaches to catalysis and reviews the extensive literature. Chapters highlight application of 2D materials in biomass conversion c