Control of modeling error in calibration and validation processes for predictive stochastic models

Control of modeling error in calibration and validation processes for predictive stochastic models

The idea of adaptive control of modeling error is expanded to include ideas of statistical calibration, validation, and uncertainty quantification. Copyright © 2010 John Wiley & Sons, Ltd.

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Veröffentlicht in:International journal for numerical methods in engineering 2011-07, Vol.87 (1-5), p.262-272
Hauptverfasser: Oden, J. Tinsley, Prudhomme, Serge
Format: Artikel
Sprache:eng
Schlagworte:
Adaptive control
adaptive modeling
Bayesian approaches
Calibration
error estimation
Errors
Exact sciences and technology
Mathematical models
Mathematics
Numerical analysis
Probability and statistics
Probability theory and stochastic processes
quantities of interest
Sciences and techniques of general use
Stochastic analysis
Stochasticity
Uncertainty
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Beschreibung
Zusammenfassung:The idea of adaptive control of modeling error is expanded to include ideas of statistical calibration, validation, and uncertainty quantification. Copyright © 2010 John Wiley & Sons, Ltd.
ISSN:0029-5981
1097-0207
1097-0207
DOI:10.1002/nme.3038