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

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

Data-Based Methods for Materials Design and Discovery: Basic Ideas and General
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Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods (Synthesis Lectures on Materials and Optics) Hardback - 2020

by Pilania, Ghanshyam,Balachandran, Prasanna V.,Gubernatis, James E

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Morgan & Claypool Publishers, 3/6/2020 12:00:01 AM. hardcover. Very Good. 0.5000 in x 9.2500 in x 7.5000 in.
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Details

  • Title Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods (Synthesis Lectures on Materials and Optics)
  • Author Pilania, Ghanshyam,Balachandran, Prasanna V.,Gubernatis, James E
  • Binding Hardback
  • Condition Used - Very good
  • Pages 188
  • Volumes 1
  • Language ENG
  • Publisher Morgan & Claypool Publishers
  • Publication date 3/6/2020 12:00:01 AM
  • Bookseller's Inventory # 3TWOWA001M98
  • ISBN 9781681737393 / 1681737396
  • Weight 1.2 lbs (0.54 kg)
  • Dimensions 9.25 x 7.5 x 0.5 in (23.50 x 19.05 x 1.27 cm)
  • Size 0.5000 in x 9.2500 in x 7.5000 i
  • Category Technology & Industrial Arts
  • Quantity available 3

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

From the publisher

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. The authors, who have extensive experience in this interdisciplinary field, discuss generalizations where more than one competing material property is involved or data with differing degrees of precision/costs or fidelity/expense needs to be considered.
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