Artificial Intelligence Aided Materials Design

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Artificial Intelligence Aided Materials Design

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Author : Rajesh Jha
language : en
Publisher: CRC Press
Release Date : 2022-03-15

Artificial Intelligence Aided Materials Design written by Rajesh Jha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-15 with Technology & Engineering categories.

This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including hard and soft magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the MATLAB® and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers to develop predictive models through AI/ML algorithms by writing their own computer code or using resources where they do not have to write code Covers downloadable resources such as MATLAB GUI/APP and Python implementation that can be used on common mobile devices Discusses the CALPHAD approach and ways to use data generated from it Features a chapter on metallurgical/materials concepts to help readers understand the case studies and thus proper implementation of AI/ML algorithms under the framework of data-driven materials science Uses case studies to examine the importance of using unsupervised machine learning algorithms in determining patterns in datasets This book is written for materials scientists and metallurgists interested in the application of AI, ML, and data science in the development of new materials.

Artificial Intelligence Aided Materials Design

DOWNLOAD
Author : Rajesh Jha
language : en
Publisher: CRC Press
Release Date : 2022-03-15

Artificial Intelligence Aided Materials Design written by Rajesh Jha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-15 with Technology & Engineering categories.

This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including hard and soft magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the MATLAB® and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers to develop predictive models through AI/ML algorithms by writing their own computer code or using resources where they do not have to write code Covers downloadable resources such as MATLAB GUI/APP and Python implementation that can be used on common mobile devices Discusses the CALPHAD approach and ways to use data generated from it Features a chapter on metallurgical/materials concepts to help readers understand the case studies and thus proper implementation of AI/ML algorithms under the framework of data-driven materials science Uses case studies to examine the importance of using unsupervised machine learning algorithms in determining patterns in datasets This book is written for materials scientists and metallurgists interested in the application of AI, ML, and data science in the development of new materials.

Computer Aided Innovation Of New Materials

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Author : M. Doyama
language : en
Publisher: North Holland
Release Date : 1991-06-20

Computer Aided Innovation Of New Materials written by M. Doyama and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-06-20 with Technology & Engineering categories.

This volume brings together the experience of specialists in the entire field of applications of Materials Science. The volume contains 196 of the excellent papers presented at the conference. This multidisciplinary meeting was held to bring together workers in a wide range of materials science and engineering activities who employ common analytical and experimental methods in their day to day work. The results of the meeting are of worldwide interest, and will help to stimulate future research and analysis in this area.

Peterson S Guide To Graduate Programs In Engineering And Applied Sciences

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Author :
language : en
Publisher:
Release Date : 1991

Peterson S Guide To Graduate Programs In Engineering And Applied Sciences written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Engineering categories.

Peterson S Graduate Programs In Engineering And Applied Sciences 1996

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Author : Peterson's Guides
language : en
Publisher: Peterson Nelnet Company
Release Date : 1995-12-10

Peterson S Graduate Programs In Engineering And Applied Sciences 1996 written by Peterson's Guides and has been published by Peterson Nelnet Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-12-10 with Reference categories.

Graduate students depend on this series and ask for it by name. Why? For over 30 years, it's been the only one-stop source that supplies all of their information needs. The new editions of this six-volume set contain the most comprehensive information available on more than 1,500 colleges offering over 31,000 master's, doctoral, and professional-degree programs in more than 350 disciplines.New for 1997 -- Non-degree-granting research centers, institutes, and training programs that are part of a graduate degree program.Five discipline-specific volumes detail entrance and program requirements, deadlines, costs, contacts, and special options, such as distance learning, for each program, if available. Each Guide features "The Graduate Adviser", which discusses entrance exams, financial aid, accreditation, and more.Interest in these fields has never been higher! And this is the source to the 3,400 programs currently available -- from bioengineering and computer science to construction management.

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Author : 国立国会図書館 (Japan)
language : en
Publisher:
Release Date : 1900

written by 国立国会図書館 (Japan) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1900 with Science categories.

Computational Methods In Drug Design

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Author :
language : en
Publisher:
Release Date : 1993

Computational Methods In Drug Design written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Drugs categories.

Smart Materials Technologies Iii

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Author : Marina Polyakova
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2018-09-14

Smart Materials Technologies Iii written by Marina Polyakova and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-14 with Technology & Engineering categories.

3rd International Conference on Smart Materials Technologies (3rd ICSMT 2018) Selected, peer reviewed papers from the 3rd International Conference on Smart Materials Technologies (ICSMT 2018), June 21-23, 2018, Moscow, Russia

Artificial Intelligence Abstracts

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Author :
language : en
Publisher:
Release Date : 1989

Artificial Intelligence Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Artificial intelligence categories.

Electronics Research Centres

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Author :
language : en
Publisher: Longman Publishing Group
Release Date : 1986

Electronics Research Centres written by and has been published by Longman Publishing Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Technology & Engineering categories.