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Materials Design Using Computational Intelligence Techniques

2016-10-26 Mathematics
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Release : 2016-10-26
Genre : Mathematics
Kind : eBook
Book Rating : 330/5 ( reviews)

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Book Synopsis Materials Design Using Computational Intelligence Techniques by : Shubhabrata Datta

Download or read book Materials Design Using Computational Intelligence Techniques written by Shubhabrata Datta. This book was released on 2016-10-26. Available in PDF, EPUB and Kindle. Book excerpt: Several statistical techniques are used for the design of materials through extraction of knowledge from existing data banks. These approaches are getting more attention with the application of computational intelligence techniques. This book illustrates the alternative but effective methods of designing materials, where models are developed through capturing the inherent correlations among the variables on the basis of available imprecise knowledge in the form of rules or database, as well as through the extraction of knowledge from experimental or industrial database, and using optimization tools.

Computational Approaches to Materials Design

2016 Materials
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Release : 2016
Genre : Materials
Kind : eBook
Book Rating : 906/5 ( reviews)

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Book Synopsis Computational Approaches to Materials Design by : Shubhabrata Datta

Download or read book Computational Approaches to Materials Design written by Shubhabrata Datta. This book was released on 2016. Available in PDF, EPUB and Kindle. Book excerpt: Brings together empirical research, theoretical concepts, and the various approaches in the design and discovery of new materials. Thois volume highlights optimization tools and soft computing methods, and is ideal for researchers, both in academia and in industrial settings, and practitioners who are interested in the application of computational techniques in materials engineering.

Computational Approaches to Materials Design: Theoretical and Practical Aspects

2016-06-16 Technology & Engineering
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Release : 2016-06-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 912/5 ( reviews)

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Book Synopsis Computational Approaches to Materials Design: Theoretical and Practical Aspects by : Datta, Shubhabrata

Download or read book Computational Approaches to Materials Design: Theoretical and Practical Aspects written by Datta, Shubhabrata. This book was released on 2016-06-16. Available in PDF, EPUB and Kindle. Book excerpt: The development of new and superior materials is beneficial within industrial settings, as well as a topic of academic interest. By using computational modeling techniques, the probable application and performance of these materials can be easily evaluated. Computational Approaches to Materials Design: Theoretical and Practical Aspects brings together empirical research, theoretical concepts, and the various approaches in the design and discovery of new materials. Highlighting optimization tools and soft computing methods, this publication is a comprehensive collection for researchers, both in academia and in industrial settings, and practitioners who are interested in the application of computational techniques in the field of materials engineering.

Artificial Intelligence for Materials Science

2021-03-26 Technology & Engineering
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Release : 2021-03-26
Genre : Technology & Engineering
Kind : eBook
Book Rating : 109/5 ( reviews)

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Book Synopsis Artificial Intelligence for Materials Science by : Yuan Cheng

Download or read book Artificial Intelligence for Materials Science written by Yuan Cheng. This book was released on 2021-03-26. Available in PDF, EPUB and Kindle. Book excerpt: 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 properties for new advanced materials discovery have been developed. These approaches are set to make a significant impact on human life and, with numerous commercial developments emerging, will become a major academic topic in the coming years. This authoritative and comprehensive book will be of interest to both existing researchers in this field as well as others in the materials science community who wish to take advantage of these powerful techniques. The book offers a global spread of authors, from USA, Canada, UK, Japan, France, Russia, China and Singapore, who are all world recognized experts in their separate areas. With content relevant to both academic and commercial points of view, and offering an accessible overview of recent progress and potential future directions, the book will interest graduate students, postgraduate researchers, and consultants and industrial engineers.

Computational Intelligence Techniques for New Product Design

2014-04-13 Computers
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Release : 2014-04-13
Genre : Computers
Kind : eBook
Book Rating : 670/5 ( reviews)

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Book Synopsis Computational Intelligence Techniques for New Product Design by : Kit Yan Chan

Download or read book Computational Intelligence Techniques for New Product Design written by Kit Yan Chan. This book was released on 2014-04-13. Available in PDF, EPUB and Kindle. Book excerpt: Applying computational intelligence for product design is a fast-growing and promising research area in computer sciences and industrial engineering. However, there is currently a lack of books, which discuss this research area. This book discusses a wide range of computational intelligence techniques for implementation on product design. It covers common issues on product design from identification of customer requirements in product design, determination of importance of customer requirements, determination of optimal design attributes, relating design attributes and customer satisfaction, integration of marketing aspects into product design, affective product design, to quality control of new products. Approaches for refinement of computational intelligence are discussed, in order to address different issues on product design. Cases studies of product design in terms of development of real-world new products are included, in order to illustrate the design procedures, as well as the effectiveness of the computational intelligence based approaches to product design. This book covers the state-of-art of computational intelligence methods for product design, which provides a clear picture to post-graduate students in industrial engineering and computer science. It is particularly suitable for researchers and professionals working on computational intelligence for product design. It provides concepts, techniques and methodologies, for product designers in applying computational intelligence to deal with product design.

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