Bayesian Optimization for Materials Science

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This book provides a short and concise introduction to Bayesian optimization specifically for experimental and computational materials scientists. After explaining the basic idea behind Bayesian optimization and some applications to materials science in Chapter 1, the mathematical theory of Bayesian optimization is outlined in Chapter 2. Finally, Chapter 3 discusses an application of Bayesian opti...
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This book provides a short and concise introduction to Bayesian optimization specifically for experimental and computational materials scientists. After explaining the basic idea behind Bayesian optimization and some applications to materials science in Chapter 1, the mathematical theory of Bayesian optimization is outlined in Chapter 2. Finally, Chapter 3 discusses an application of Bayesian opti...
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  • Formats: pdf
  • ISBN: 9789811067815
  • Publication Date: 4 Oct 2017
  • Publisher: Springer Nature Singapore
  • Product language: English
  • Drm Setting: DRM