Information Science for Materials Discovery and Design

• Corporate Author: SpringerLink (Online service)
• Other Authors: Lookman, Turab (Editor), Alexander, Francis J. (Editor), Rajan, Krishna (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Springer Series in Materials Science, 225
• Subjects: Materials science.; Data mining.; Statistical physics.; Dynamical systems.; Engineering > Materials.; Nanotechnology.; Materials Science.; Materials Engineering.; Data Mining and Knowledge Discovery.; Statistical Physics, Dynamical Systems and Complexity.; Characterization and Evaluation of Materials.

This book deals with an information-driven approach to plan materials discovery and design, iterative learning. The authors present contrasting but complementary approaches, such as those based on high throughput calculations, combinatorial experiments or data driven discovery, together with machine...