Hierarchical Materials Informatics

Novel Analytics for Materials Data

Nonfiction, Science & Nature, Technology, Material Science
Cover of the book Hierarchical Materials Informatics by Surya R. Kalidindi, Ph.D., Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Surya R. Kalidindi, Ph.D. ISBN: 9780124104556
Publisher: Elsevier Science Publication: August 6, 2015
Imprint: Butterworth-Heinemann Language: English
Author: Surya R. Kalidindi, Ph.D.
ISBN: 9780124104556
Publisher: Elsevier Science
Publication: August 6, 2015
Imprint: Butterworth-Heinemann
Language: English

Custom design, manufacture, and deployment of new high performance materials for advanced technologies is critically dependent on the availability of invertible, high fidelity, structure-property-processing (SPP) linkages. Establishing these linkages presents a major challenge because of the need to cover unimaginably large dimensional spaces. Hierarchical Materials Informatics addresses objective, computationally efficient, mining of large ensembles of experimental and modeling datasets to extract this core materials knowledge. Furthermore, it aims to organize and present this high value knowledge in highly accessible forms to end users engaged in product design and design for manufacturing efforts. As such, this emerging field has a pivotal role in realizing the goals outlined in current strategic national initiatives such as the Materials Genome Initiative (MGI) and the Advanced Manufacturing Partnership (AMP). This book presents the foundational elements of this new discipline as it relates to the design, development, and deployment of hierarchical materials critical to advanced technologies.

  • Addresses a critical gap in new materials research and development by presenting a rigorous statistical framework for the quantification of microstructure
  • Contains several case studies illustrating the use of modern data analytic tools on microstructure datasets (both experimental and modeling)
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Custom design, manufacture, and deployment of new high performance materials for advanced technologies is critically dependent on the availability of invertible, high fidelity, structure-property-processing (SPP) linkages. Establishing these linkages presents a major challenge because of the need to cover unimaginably large dimensional spaces. Hierarchical Materials Informatics addresses objective, computationally efficient, mining of large ensembles of experimental and modeling datasets to extract this core materials knowledge. Furthermore, it aims to organize and present this high value knowledge in highly accessible forms to end users engaged in product design and design for manufacturing efforts. As such, this emerging field has a pivotal role in realizing the goals outlined in current strategic national initiatives such as the Materials Genome Initiative (MGI) and the Advanced Manufacturing Partnership (AMP). This book presents the foundational elements of this new discipline as it relates to the design, development, and deployment of hierarchical materials critical to advanced technologies.

More books from Elsevier Science

Cover of the book Metal Oxides in Heterogeneous Catalysis by Surya R. Kalidindi, Ph.D.
Cover of the book Paradigms of Neural Injury by Surya R. Kalidindi, Ph.D.
Cover of the book International Review of Cell and Molecular Biology by Surya R. Kalidindi, Ph.D.
Cover of the book Front-Line Librarianship by Surya R. Kalidindi, Ph.D.
Cover of the book Annual Reports on NMR Spectroscopy by Surya R. Kalidindi, Ph.D.
Cover of the book Leonhard Euler by Surya R. Kalidindi, Ph.D.
Cover of the book Hydro-Power by Surya R. Kalidindi, Ph.D.
Cover of the book Current Developments in Biotechnology and Bioengineering by Surya R. Kalidindi, Ph.D.
Cover of the book Permeability Properties of Plastics and Elastomers by Surya R. Kalidindi, Ph.D.
Cover of the book Bond and Money Markets: Strategy, Trading, Analysis by Surya R. Kalidindi, Ph.D.
Cover of the book Nanocomposites for Musculoskeletal Tissue Regeneration by Surya R. Kalidindi, Ph.D.
Cover of the book Protein Kinases in Development and Disease by Surya R. Kalidindi, Ph.D.
Cover of the book Shape Memory Alloys for Biomedical Applications by Surya R. Kalidindi, Ph.D.
Cover of the book Principles and Applications of Clinical Mass Spectrometry by Surya R. Kalidindi, Ph.D.
Cover of the book The Microwave Processing of Foods by Surya R. Kalidindi, Ph.D.
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy