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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 Hardback -

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

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Reader reviews for Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods

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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. 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.

Details

  • Title Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods
  • Author Ghanshyam Pilania; Prasanna V. Balachandran; James E. Gubernatis
  • Binding Hardback
  • Pages 188
  • Volumes 1
  • Language ENG
  • Publisher Morgan & Claypool
  • 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)
  • Category Technology & Industrial Arts

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

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

  • Used
  • Very good
  • Hardback
Condition
Very good
Binding
Hardcover
ISBN 10 / ISBN 13
9781681737393 / 1681737396
Quantity available
3
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A$30.58
A$5.86 Delivery to USA

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Description:
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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Item price
A$30.58
A$5.86 Delivery to USA
Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods (Synthesis...
Stock photo: cover may vary

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

by Pilania, Ghanshyam

  • Used
  • Good
  • Hardback
Condition
Good
Binding
Hardcover
ISBN 10 / ISBN 13
9781681737393 / 1681737396
Quantity available
1
Seller
Item price
A$93.37
Free Delivery to USA

Show details

Description:
hardcover. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
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Item price
A$93.37
Free Delivery to USA