Fixed inducing points online Bayesian calibration for computer models with an application to a scale-resolving CFD simulation
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Publication:2124026
DOI10.1016/j.jcp.2021.110243OpenAlexW3086209486MaRDI QIDQ2124026
Matthew D. Eaton, M. J. Bluck, Yu Duan
Publication date: 14 April 2022
Published in: Journal of Computational Physics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2009.07184
Cites Work
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- Predictive RANS simulations via Bayesian model-scenario averaging
- Implementing the Nelder-Mead simplex algorithm with adaptive parameters
- An efficient approach for quantifying parameter uncertainty in the SST turbulence model
- A Bayesian calibration approach to the thermal problem
- An efficient Bayesian uncertainty quantification approach with application to \(k\)-\(\omega\)-\(\gamma\) transition modeling
- Bayesian calibration of the constants of the \(k-\varepsilon\) turbulence model for a CFD model of street canyon flow
- On the Bayesian calibration of computer model mixtures through experimental data, and the design of predictive models
- The scale-adaptive simulation method for unsteady turbulent flow predictions. I: Theory and model description
- The scale-adaptive simulation method for unsteady turbulent flow predictions. II: Application to complex flows
- Forward and backward uncertainty quantification with active subspaces: application to hypersonic flows around a cylinder
- Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification
- Computer model validation with functional output
- Measures of agreement between computation and experiment: validation metrics
- Bayesian Calibration of Computer Models
- Gaussian processes for time-series modelling
- Computer Model Calibration Using High-Dimensional Output
- Predicting Vehicle Crashworthiness: Validation of Computer Models for Functional and Hierarchical Data
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