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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
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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
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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
Application of Artificial Intelligence in New Materials Discovery
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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-Aided Materials Design
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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