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

172 pages, XVI, 172 p.

Medij Knjige     Paperback Book   (Knjiga z mehkimi platnicami in lepljenim hrbtom)
Izdano 6. marca 2020
ISBN13 9783031012556
Založniki Springer International Publishing AG
Strani 172
Dimenzije 150 × 220 × 10 mm   ·   372 g
Jezik Angleščina  

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