Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Synthesis Lectures on Materials and Optics - Ghanshyam Pilania - Books - Morgan & Claypool Publishers - 9781681737379 - March 6, 2020
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Ghanshyam Pilania
Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Synthesis Lectures on Materials and Optics

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Machine learning methods are changing the way we design and discover new materials. This book provides an overview of approaches successfully used in addressing materials problems (alloys, ferroelectrics, dielectrics) with a focus on probabilistic methods, such as Gaussian processes, to accurately estimate density functions.

188 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released March 6, 2020
ISBN13 9781681737379
Publishers Morgan & Claypool Publishers
Pages 188
Dimensions 234 × 191 × 14 mm   ·   374 g

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