Cross-Scale, Cross-Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes' Rule

  1. Mei Li,
  2. Carelyn Campbell,
  3. Katsuyo Thornton,
  4. Elizabeth Holm and
  5. Peter Gumbsch
  1. Yan Wang,
  2. David L. McDowell and
  3. Aaron E. Tallman

Published Online: 12 JUL 2013

DOI: 10.1002/9781118767061.ch24

2 World Congress on Integrated Computational Materials Engineering

2 World Congress on Integrated Computational Materials Engineering

How to Cite

Wang, Y., McDowell, D. L. and Tallman, A. E. (2013) Cross-Scale, Cross-Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes' Rule, in 2 World Congress on Integrated Computational Materials Engineering (eds M. Li, C. Campbell, K. Thornton, E. Holm and P. Gumbsch), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118767061.ch24

Publication History

  1. Published Online: 12 JUL 2013
  2. Published Print: 21 JUN 2013

ISBN Information

Print ISBN: 9781118766897

Online ISBN: 9781118767061

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Keywords:

  • Irradiation;
  • Uncertainty Quantification;
  • Imprecise Probability;
  • Hidden Markov Model

Summary

This chapter contains sections titled:

  • Introduction

  • Basic Elements of Generalized Interval Probability

  • Application of GHMM in Model Validation under Uncertainties

  • Concluding Remarks

  • Acknowledgements