Application of Artificial Intelligence in New Materials Discovery

Application of Artificial Intelligence in New Materials Discovery
Author: Inamuddin
Publisher: Materials Research Forum LLC
Total Pages: 147
Release: 2023-07-05
Genre: Technology & Engineering
ISBN: 1644902532


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The book is concerned with the use of Artificial Intelligence in the discovery, production and application of new engineering materials. Topics covered include nano-robots. data mining, solar energy systems, materials genomics, polymer manufacturing, and energy conversion issues. Keywords: Artificial Intelligence, Mathematical Models, Machine Learning, Artificial Neural Networks, Bayesian Analysis, Vector Machines, Heuristics, Crystal Structure, Component Prediction, Process Optimization, Density Functional Theory, Monitoring, Classification, Nano-Robots, Data Mining, Solar Photovoltaics, Renewable Energy Systems, Alternative Energy Sources, Material Genomics, Polymer Manufacturing, Energy Conversion.


Application of Artificial Intelligence in New Materials Discovery
Language: en
Pages: 147
Authors: Inamuddin
Categories: Technology & Engineering
Type: BOOK - Published: 2023-07-05 - Publisher: Materials Research Forum LLC

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The book is concerned with the use of Artificial Intelligence in the discovery, production and application of new engineering materials. Topics covered include
Artificial Intelligence for Materials Science
Language: en
Pages: 231
Authors: Yuan Cheng
Categories: Technology & Engineering
Type: BOOK - Published: 2021-03-26 - Publisher: Springer Nature

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Machine learning methods have lowered the cost of exploring new structures of unknown compounds, and can be used to predict reasonable expectations and subseque
Accelerated Materials Discovery
Language: en
Pages: 215
Authors: Phil De Luna
Categories: Computers
Type: BOOK - Published: 2022-02-21 - Publisher: Walter de Gruyter GmbH & Co KG

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Typical timelines to go from discovery to impact in the advanced materials sector are between 10 to 30 years. Advances in robotics and artificial intelligence a
Materials Discovery and Design
Language: en
Pages: 266
Authors: Turab Lookman
Categories: Science
Type: BOOK - Published: 2018-09-22 - Publisher: Springer

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This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning fr
Artificial Intelligence-Aided Materials Design
Language: en
Pages: 363
Authors: Rajesh Jha
Categories: Technology & Engineering
Type: BOOK - Published: 2022-03-15 - Publisher: CRC Press

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This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy