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Large-Scale Inverse Problems and Quantification of Uncertainty

About Large-Scale Inverse Problems and Quantification of Uncertainty

This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems.

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  • Language:
  • English
  • ISBN:
  • 9780470697436
  • Binding:
  • Hardback
  • Pages:
  • 400
  • Published:
  • November 4, 2010
  • Dimensions:
  • 159x238x23 mm.
  • Weight:
  • 760 g.
Delivery: 2-4 weeks
Expected delivery: December 18, 2024

Description of Large-Scale Inverse Problems and Quantification of Uncertainty

This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems.

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