Accelerated Materials Discovery: How to Use Artificial Intelligence to Speed Up Development (De Gruyter Stem)

Accelerated Materials Discovery: How to Use Artificial Intelligence to Speed Up Development (De Gruyter Stem)

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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 are poised to accelerate the discovery and development of new materials dramatically. This book is a primer for any materials scientist looking to future-proof their careers and get ahead of the disruption that artificial intelligence and robotic automation is just starting to unleash. It is meant to be an overview of how we can use these disruptive technologies to augment and supercharge our abilities to discover new materials that will solve world's biggest challenges. Highlights artificial intelligence and robotics to speed up the discovery of advanced materials in energy, consumer electronics, and beyond. Describes machine learning algorithms, self-driving labs, AI in catalysis and spectroscopy, and industrial use cases. Written by world leading experts on accelerated materials discovery from academia (UC Berkeley, Caltech, UBC, Cornell, etc.), industry (Toyota Research Institute, Citrine Informatics) and national labs (National Research Council of Canada, Lawrence Berkeley National Labs).
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Data sheet

Name of the Author
De Luna
Phil
Language
English
ISBN
9783110738049
Release date
2022

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Accelerated Materials Discovery: How to Use Artificial Intelligence to Speed Up Development (De Gruyter Stem)

Typical timelines to go from discovery to impact in the advanced materials sector are between 10 to 30 years. Advances in robotics and artificial intelligenc...

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