Informatics for Materials Science and Engineering

Book Informatics for Materials Science and Engineering Cover

Read or download book entitled Informatics for Materials Science and Engineering written by Krishna Rajan and published by Butterworth-Heinemann in PDF, EPUB and Kindle Format. Click Get This Book button to download or read online books. Join over 650.000 happy Readers and READ as many books as you like. We cannot guarantee that Informatics for Materials Science and Engineering book is available in the library.

  • Publisher : Butterworth-Heinemann
  • Release : 10 July 2013
  • ISBN : 9780123946140
  • Page : 542 pages
  • Rating : 4.5/5 from 103 voters

Download Informatics for Materials Science and Engineering in PDF, Epub and Kindle

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

GET THIS BOOK

Informatics for Materials Science and Engineering

Informatics for Materials Science and Engineering
  • Author : Krishna Rajan
  • Publisher : Butterworth-Heinemann
  • Release Date : 2013-07-10
  • ISBN : 9780123946140
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

Informatics for Materials Science and Engineering: Data-Driven Discovery for Accelerated Experimentation and Application

Informatics for Materials Science and Engineering: Data-Driven Discovery for Accelerated Experimentation and Application
  • Author : Krishna Rajan
  • Publisher : Butterworth-Heinemann
  • Release Date : 2017-11-13
  • ISBN : 0128101210
GET THIS BOOKInformatics for Materials Science and Engineering: Data-Driven Discovery for Accelerated Experimentation and Application

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 Date : 2019-12-04
  • ISBN : 9783527341214
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

Hierarchical Materials Informatics

Hierarchical Materials Informatics
  • Author : Surya R. Kalidindi
  • Publisher : Elsevier
  • Release Date : 2015-08-06
  • ISBN : 9780124104556
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, Testing and Informatics II

Materials Science, Testing and Informatics II
  • Author : J. Gyulai
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2005-01-15
  • ISBN : 9783038130000
GET THIS BOOKMaterials Science, Testing and Informatics II

Volume is indexed by Thomson Reuters CPCI-S (WoS). 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

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
  • ISBN : 9783038131670
GET THIS BOOKMaterials Science, Testing and Informatics IV

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.

Information Science for Materials Discovery and Design

Information Science for Materials Discovery and Design
  • Author : Turab Lookman,Francis J. Alexander,Krishna Rajan
  • Publisher : Springer
  • Release Date : 2015-12-12
  • ISBN : 9783319238715
GET THIS BOOKInformation Science for Materials Discovery and Design

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-learning methods. Similarly, statistical methods successfully applied in other fields, such as biosciences, are presented. The content spans from materials science to information science to reflect the cross-disciplinary nature of the field. A perspective is presented that offers a paradigm (codesign loop

The Fourth Paradigm

The Fourth Paradigm
  • Author : Tony Hey
  • Publisher : Microsoft Press
  • Release Date : 2009
  • ISBN : UCSD:31822036412054
GET THIS BOOKThe Fourth Paradigm

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

Combinatorial Methods and Informatics in Materials Science: Volume 894

Combinatorial Methods and Informatics in Materials Science: Volume 894
  • Author : M. J. Fasolka,Q. Wang
  • Publisher : Mrs Proceedings
  • Release Date : 2006-05-17
  • ISBN : UOM:39015064103875
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

Nanoinformatics

Nanoinformatics
  • Author : Isao Tanaka
  • Publisher : Springer
  • Release Date : 2018-01-15
  • ISBN : 9789811076176
GET THIS BOOKNanoinformatics

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, key factors, and design rules. Data-intensive approaches play indispensable roles in advanced materials characterization. "Materials informatics" is the central paradigm in the new trend. "Nanoinformatics" is its essential subset, which

Materials Science, Testing and Informatics VII

Materials Science, Testing and Informatics VII
  • Author : Tibor Berecz,Kornél Májlinger,Imre Norbert Orbulov,Péter János Szabó
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2015-02-13
  • ISBN : 9783038267744
GET THIS BOOKMaterials Science, Testing and Informatics VII

Collection of selected, peer reviewed papers from the 9th Hungarian Conference on Materials Science, October 13-15, 2013, Balatonkenese, Hungary. The 75 papers are grouped as follows: Session I. - Materials and Technologies; Session II. - Materials Testing; Session III. - Modelling

Materials Science and Engineering: Concepts, Methodologies, Tools, and Applications

Materials Science and Engineering: Concepts, Methodologies, Tools, and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2017-01-11
  • ISBN : 9781522517993
GET THIS BOOKMaterials Science and Engineering: Concepts, Methodologies, Tools, and Applications

The design and study of materials is a pivotal component to new discoveries in the various fields of science and technology. By better understanding the components and structures of materials, researchers can increase its applications across different industries. Materials Science and Engineering: Concepts, Methodologies, Tools, and Applications is a compendium of the latest academic material on investigations, technologies, and techniques pertaining to analyzing the synthesis and design of new materials. Through its broad and extensive coverage on a variety of

Artificial Intelligence for Materials Science

Artificial Intelligence for Materials Science
  • Author : Yuan Cheng,Tian Wang,Gang Zhang
  • Publisher : Springer Nature
  • Release Date : 2021-03-26
  • ISBN : 9783030683108
GET THIS BOOKArtificial Intelligence for Materials Science

Machine learning methods have lowered the cost of exploring new structures of unknown compounds, and can be used to predict reasonable expectations and subsequently validated by experimental results. As new insights and several elaborative tools have been developed for materials science and engineering in recent years, it is an appropriate time to present a book covering recent progress in this field. Searchable and interactive databases can promote research on emerging materials. Recently, databases containing a large number of high-quality materials

Metallurgy and Design of Alloys with Hierarchical Microstructures

Metallurgy and Design of Alloys with Hierarchical Microstructures
  • Author : Krishnan K. Sankaran,Rajiv S. Mishra
  • Publisher : Elsevier
  • Release Date : 2017-06-14
  • ISBN : 9780128120255
GET THIS BOOKMetallurgy and Design of Alloys with Hierarchical Microstructures

Metallurgy and Design of Alloys with Hierarchical Microstructures covers the fundamentals of processing-microstructure-property relationships and how multiple properties are balanced and optimized in materials with hierarchical microstructures widely used in critical applications. The discussion is based principally on metallic materials used in aircraft structures; however, because they have sufficiently diverse microstructures, the underlying principles can easily be extended to other materials systems. With the increasing microstructural complexity of structural materials, it is important for students, academic researchers and practicing engineers

Introduction to Computational Materials Science

Introduction to Computational Materials Science
  • Author : Richard LeSar
  • Publisher : Cambridge University Press
  • Release Date : 2013-03-28
  • ISBN : 9781107328143
GET THIS BOOKIntroduction to Computational Materials Science

Emphasising essential methods and universal principles, this textbook provides everything students need to understand the basics of simulating materials behaviour. All the key topics are covered from electronic structure methods to microstructural evolution, appendices provide crucial background material, and a wealth of practical resources are available online to complete the teaching package. Modelling is examined at a broad range of scales, from the atomic to the mesoscale, providing students with a solid foundation for future study and research. Detailed, accessible