Informatics for Materials Science and Engineering

Written By Krishna Rajan
Informatics for Materials Science and Engineering
  • Publsiher : Butterworth-Heinemann
  • Release : 10 July 2013
  • ISBN : 012394614X
  • Pages : 542 pages
  • Rating : /5 from reviews
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Download or read book entitled Informatics for Materials Science and Engineering by author: Krishna Rajan which was release on 10 July 2013 and published by Butterworth-Heinemann with total page 542 pages . This book available in PDF, EPUB and Kindle Format. 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

Informatics for Materials Science and Engineering

Informatics for Materials Science and Engineering
  • Author : Krishna Rajan
  • Publisher : Butterworth-Heinemann
  • Release Date : 2013-07-10
  • Total pages : 542
  • ISBN : 012394614X
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Summary : 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 ...

Materials Science and Engineering

Materials Science and Engineering
  • Author : Krishna Rajan
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-07-10
  • Total pages : 542
  • ISBN : 012394614X
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Summary : 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 ...

Materials Science and Engineering

Materials Science and Engineering
  • Author : Surya R. Kalidindi
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-07-10
  • Total pages : 542
  • ISBN : 012394614X
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Summary : 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 ...

Materials Informatics

Materials Informatics
  • Author : Olexandr Isayev,Alexander Tropsha,Stefano Curtarolo
  • Publisher : John Wiley & Sons
  • Release Date : 2019-10-21
  • Total pages : 304
  • ISBN : 012394614X
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Summary : 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 ...

Hierarchical Materials Informatics

Hierarchical Materials Informatics
  • Author : Surya R. Kalidindi
  • Publisher : Elsevier
  • Release Date : 2015-08-06
  • Total pages : 230
  • ISBN : 012394614X
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Summary : 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, ...

Materials Informatics

Materials Informatics
  • Author : Krishna Rajan
  • Publisher : Wiley-Interscience
  • Release Date : 2018-01-03
  • Total pages : 300
  • ISBN : 012394614X
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Summary : Materials Informatics: Data-Driven Discovery in Materials Science outlines the value of adding an "informatics" dimension to the analysis of materials science phenomena, by processes which can permit one to gather and survey complex, multiscale information. Such informatics and combinatorial approaches have emerged as powerful tools in materials design and discovery, ...

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 Date : 2006-05-17
  • Total pages : 356
  • ISBN : 012394614X
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Summary : 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 ...

Nanoinformatics

Nanoinformatics
  • Author : Isao Tanaka
  • Publisher : Springer
  • Release Date : 2018-01-15
  • Total pages : 298
  • ISBN : 012394614X
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Summary : This open access book brings out the state of the art on how informatics-based tools are used and expected to be used in nanomaterials research. There has been great progress in the area in which “big-data” generated by experiments or computations are fully utilized to accelerate discovery of new materials, ...

Combinatorial Materials Science

Combinatorial Materials Science
  • Author : Marc D. Porter
  • Publisher : John Wiley & Sons
  • Release Date : 2007-08-17
  • Total pages : 288
  • ISBN : 012394614X
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Summary : Combinatorial Materials Science describes new developments and research results in catalysts, biomaterials, and nanomaterials, together with informatics approaches to the analysis of Combinatorial Science (CombiSci) data. CombiSci has been used extensively in the pharmaceutical industry, but there is enormous potential in its application to materials design and characterization. Addressing advances ...

Materials Science Testing and Informatics II

Materials Science  Testing and Informatics II
  • Author : József Gyulai
  • Publisher : Trans Tech Publication
  • Release Date : 2005
  • Total pages : 500
  • ISBN : 012394614X
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Summary : 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 ...

Materials Science Testing and Informatics IV

Materials Science  Testing and Informatics IV
  • Author : Péter János Szabó,Tamás Réti,T. Czigány
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2008-06-17
  • Total pages : 466
  • ISBN : 012394614X
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Summary : Volume is indexed by Thomson Reuters CPCI-S (WoS). This collection comprises state-of-the-art papers written by scientists and research groups working in fields encompassing metals and alloys, silicates, polymers and composites....

Materials Science Testing and Informatics III

Materials Science  Testing and Informatics III
  • Author : J. Gyulai,Péter János Szabó
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2007-02-15
  • Total pages : 750
  • ISBN : 012394614X
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Summary : Volume is indexed by Thomson Reuters CPCI-S (WoS). This collection includes state-of-the-art papers by scientists and research groups working in fields encompassing metals and alloys, silicates, polymers and composites....

Materials Science Testing and Informatics

Materials Science  Testing and Informatics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 012394614X
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Summary : Read online Materials Science Testing and Informatics written by , published by which was released on 2007. Download full Materials Science Testing and Informatics Books now! Available in PDF, ePub and Kindle....

Materials Science and Engineering

Materials Science and Engineering
  • Author : Michael Ashby,Elizabeth Cope,David Cebon
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-07-10
  • Total pages : 542
  • ISBN : 012394614X
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Summary : This chapter describes a systematic methodology for optimized materials selection and informatics to support it. The starting point is a set of technical requirements for component or subsystem. These are translated into a set of limits or target values for material properties or property combinations (“material indices”). It is then ...

Advanced Materials Processes

Advanced Materials   Processes
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2005-07
  • Total pages : 212
  • ISBN : 012394614X
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Summary : Read online Advanced Materials Processes written by , published by which was released on 2005-07. Download full Advanced Materials Processes Books now! Available in PDF, ePub and Kindle....