Modeling and inverse problems in the presence of uncertainty / H. Thomas Banks, Shuhua Hu, William Clayton Thompson.

Modeling and inverse problems in the presence of uncertainty /

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Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where u...

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Bibliographic Details
Main Authors: Banks, H. T. (Harvey Thomas), 1940- (Author), Thompson, W. Clayton (Author)
Other Authors: Hu, Shuhua
Format: Electronic eBook
Language:English
Published: Boca Raton : CRC Press, Taylor and Francis, 2014.
Series:Monographs and research notes in mathematics.
Subjects:
Inverse problems (Differential equations)
Mathematical models.
mathematical models.
Online Access: Full text (Wentworth users only)
Local Note:ProQuest Ebook Central
Table of Contents:
  • 1. Introduction
  • 2. Probability and statistics overview
  • 3. Mathematical and statistical aspects of inverse problems
  • 4. Model selection criteria
  • 5. Estimation of probability measures using aggregate population data
  • 6. Optimal design
  • 7. Propagation of uncertainty in a continuous time dynamical system
  • 8. A stochastic system and its corresponding deterministic system.

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