Informatics for Materials Science and Engineering

Materials informatics: a ‘hot topic’ area in materials science, aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis. The discovery and maturation of new materials has been outpaced by the thicket of data created by new combinatorial and high throughput analytical techniques. The elaboration of this "quantitative avalanche"—and the resulting complex, multi-factor analyses required to understand it—means that interest, investment, and research are revisiting informatics approaches as a solution. This work, from Krishna Rajan, the leading expert of the informatics approach to materials, seeks to break down the barriers between data management, quality standards, data mining, exchange, and storage and analysis, as a means of accelerating scientific research in materials science. This solutions-based reference synthesizes foundational physical, statistical, and mathematical content with emerging experimental and real-world applications, for interdisciplinary researchers and those new to the field. Identifies and analyzes interdisciplinary strategies (including combinatorial and high throughput approaches) that accelerate materials development cycle times and reduces associated costs Mathematical and computational analysis aids formulation of new structure-property correlations among large, heterogeneous, and distributed data sets Practical examples, computational tools, and software analysis benefits rapid identification of critical data and analysis of theoretical needs for future problems

Produk Detail:

  • Author : Krishna Rajan
  • Publisher : Butterworth-Heinemann
  • Pages : 542 pages
  • ISBN : 012394614X
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKInformatics for Materials Science and Engineering

Informatics for Materials Science and Engineering

Informatics for Materials Science and Engineering
  • Author : Krishna Rajan
  • Publisher : Butterworth-Heinemann
  • Release : 10 July 2013
GET THIS BOOKInformatics for Materials Science and Engineering

Materials informatics: a ‘hot topic’ area in materials science, aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis. The discovery and maturation of new materials has been outpaced by the thicket of data created by new combinatorial and high throughput analytical techniques. The elaboration of this "quantitative avalanche"—and the resulting complex, multi-factor analyses required to understand it—means that interest, investment, and research are revisiting informatics approaches

Materials Informatics

Materials Informatics
  • Author : Olexandr Isayev,Alexander Tropsha,Stefano Curtarolo
  • Publisher : John Wiley & Sons
  • Release : 08 August 2019
GET THIS BOOKMaterials Informatics

Provides everything readers need to know for applying the power of informatics to materials science There is a tremendous interest in materials informatics and application of data mining to materials science. This book is a one-stop guide to the latest advances in these emerging fields. Bridging the gap between materials science and informatics, it introduces readers to up-to-date data mining and machine learning methods. It also provides an overview of state-of-the-art software and tools. Case studies illustrate the power of

Materials Science and Engineering

Materials Science and Engineering
  • Author : Krishna Rajan
  • Publisher : Elsevier Inc. Chapters
  • Release : 10 July 2013
GET THIS BOOKMaterials Science and Engineering

This chapter provides a discussion of how informatics tools can address one of the fundamental historical developments in crystal chemistry, that of structure maps. Such maps serve as a means to explore how specific parameters associated with crystal and electronic structure can serve as a way to rationalize groupings, or classifications, relating structure and chemistry. Historically, structure maps have evolved through a variety of heuristic approaches that define a priori how parameters may be important, and then classifications are discovered

Materials Science and Engineering

Materials Science and Engineering
  • Author : Surya R. Kalidindi
  • Publisher : Elsevier Inc. Chapters
  • Release : 10 July 2013
GET THIS BOOKMaterials Science and Engineering

Accelerated design and development of new advanced materials with improved performance characteristics and their successful insertion in engineering practice are largely hindered by the lack of a rigorous mathematical framework for the robust generation of microstructure informatics relevant to the specific application. In this chapter, we describe a set of novel data-driven, computationally efficient protocols that are capable of accelerating significantly the process of building the necessary microstructure informatics for a targeted application. Specific applications in establishing processing–structure–property

Hierarchical Materials Informatics

Hierarchical Materials Informatics
  • Author : Surya R. Kalidindi
  • Publisher : Elsevier
  • Release : 06 August 2015
GET THIS BOOKHierarchical Materials Informatics

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

Materials Science and Engineering

Materials Science and Engineering
  • Author : Joseph Glick
  • Publisher : Elsevier Inc. Chapters
  • Release : 10 July 2013
GET THIS BOOKMaterials Science and Engineering

The discipline of informatics emerged from the need to translate biomedical research into evidence-based healthcare protocols and policy. Materials science informatics is rooted in an analogous need to “translate” physical sciences research and discoveries into materials-based solutions to address a broad range of issues and challenges for business, government, and the environment. Ontologies and databases are key elements of translational architectures and therefore are fundamental tools of the practice of informatics. Databases are tools for engineering data and information, while

Combinatorial Methods and Informatics in Materials Science: Volume 894

Combinatorial Methods and Informatics in Materials Science: Volume 894
  • Author : M. J. Fasolka,T. Chikyow,Q. Wang,A. Korkin
  • Publisher : Mrs Proceedings
  • Release : 17 May 2006
GET THIS BOOKCombinatorial Methods and Informatics in Materials Science: Volume 894

Combinatorial and high-throughput experimental approaches and related informatics, modeling and data-mining methods have permitted researchers to accelerate the pace at which new, complex materials and device systems are discovered, optimized and understood. Today, the development and application of these revolutionary approaches continue to grow and diversify. This book offers an international, interdisciplinary perspective for scientists and engineers interested in combinatorial, high-throughput and advanced informatics approaches to materials research. The range of disciplines includes materials science; chemistry; physics; electrical, chemical and

Chemical Technology and Informatics in Chemistry with Applications

Chemical Technology and Informatics in Chemistry with Applications
  • Author : Alexander V. Vakhrushev,Omari V. Mukbaniani,Heru Susanto
  • Publisher : CRC Press
  • Release : 15 January 2019
GET THIS BOOKChemical Technology and Informatics in Chemistry with Applications

This volume reflects the huge breadth and diversity in research and the application of industrial and engineering chemistry and cheminformatics. The book presents cutting-edge research developments and new insights that emphasize the vibrancy of industrial and engineering chemistry and cheminformatics today. The first section of the book focuses on new insights in engineering chemistry while the second part looks at the promising future and novel approaches in chemical informatics, which has vast implications for industrial and pharmaceutical applications. Several chapters

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering
  • Author : Tarek Sobh,Khaled Elleithy
  • Publisher : Springer
  • Release : 07 November 2014
GET THIS BOOKInnovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering This book includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Informatics, and Systems Sciences, and Engineering. It includes selected papers from the conference proceedings of the Eighth and some selected papers of the Ninth International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 2012 & CISSE 2013). Coverage includes topics in: Industrial Electronics, Technology & Automation, Telecommunications and

Database Technology for Life Sciences and Medicine

Database Technology for Life Sciences and Medicine
  • Author : Claudia Plant,Christian B”hm
  • Publisher : World Scientific
  • Release : 02 March 2021
GET THIS BOOKDatabase Technology for Life Sciences and Medicine

This book presents innovative approaches from database researchers supporting the challenging process of knowledge discovery in biomedicine. Ranging from how to effectively store and organize biomedical data via data quality and case studies to sophisticated data mining methods, this book provides the state-of-the-art of database technology for life sciences and medicine. A valuable source of information for experts in life sciences who want to be updated about the possibilities of database technology in their field, this volume will also be

Applications of Mathematics and Informatics in Science and Engineering

Applications of Mathematics and Informatics in Science and Engineering
  • Author : Nicholas J. Daras
  • Publisher : Springer Science & Business
  • Release : 30 April 2014
GET THIS BOOKApplications of Mathematics and Informatics in Science and Engineering

Analysis, assessment, and data management are core competencies for operation research analysts. This volume addresses a number of issues and developed methods for improving those skills. It is an outgrowth of a conference held in April 2013 at the Hellenic Military Academy and brings together a broad variety of mathematical methods and theories with several applications. It discusses directions and pursuits of scientists that pertain to engineering sciences. It is also presents the theoretical background required for algorithms and techniques applied

The Fourth Paradigm

The Fourth Paradigm
  • Author : Tony Hey
  • Publisher : Microsoft Press
  • Release : 02 March 2021
GET THIS BOOKThe Fourth Paradigm

Foreword. A transformed scientific method. Earth and environment. Health and wellbeing. Scientific infrastructure. Scholarly communication.

Materials Science, Testing and Informatics II

Materials Science, Testing and Informatics II
  • Author : József Gyulai
  • Publisher : Trans Tech Publication
  • Release : 02 March 2021
GET THIS BOOKMaterials Science, Testing and Informatics II

The series, Hungarian Conference and Exhibition on Materials Science, Testing and Informatics, was founded in order to provide a forum in which Hungarian and foreign scientists and research groups - interested in metals and alloys, silicates, polymers and composites - would have the opportunity to exchange and publish ideas and to establish new integrated partnerships. The 4th Hungarian Conference and Exhibition on Materials Science, Testing and Informatics was held on the Balaton lakeside, at Balatonfured, October 12-14th, 2003. The following