Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Synthesis Lectures on Materials and Optics - Ghanshyam Pilania - Bøger - Springer International Publishing AG - 9783031012556 - 6. marts 2020
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Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Synthesis Lectures on Materials and Optics

Ghanshyam Pilania

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Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Synthesis Lectures on Materials and Optics

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.

172 pages, XVI, 172 p.

Medie Bøger     Paperback Bog   (Bog med blødt omslag og limet ryg)
Udgivet 6. marts 2020
ISBN13 9783031012556
Forlag Springer International Publishing AG
Antal sider 172
Mål 372 g
Sprog Engelsk  

Se alt med Ghanshyam Pilania ( f.eks. Paperback Bog )