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On the Use of Linear Surrogate Models for Bayesian Inverse Problems

On the Use of Linear Surrogate Models for Bayesian Inverse Problems

Society for Industrial and Applied Mathematics via YouTube Direct link

Motivation

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Motivation

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Classroom Contents

On the Use of Linear Surrogate Models for Bayesian Inverse Problems

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  1. 1 Introduction
  2. 2 Overview
  3. 3 Motivation
  4. 4 Bayesian Inverse Problems
  5. 5 Additive Error Model
  6. 6 Inference Problem
  7. 7 Bayesian approximation error approach
  8. 8 Corrosion detection
  9. 9 The likelihood
  10. 10 Examples
  11. 11 Scattering Case
  12. 12 EIT Samples
  13. 13 Conclusion

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