Prasanna V. Balachandran - Böcker
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Data-Based Methods for Materials Design and Discovery
Basic Ideas and General Methods
Häftad, Engelska, 2020
536 kr
Skickas inom 10-15 vardagar
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.