Bayesian Calibration of Imperfect Computer Models using Physics-Informed Priors.
Michail SpitierisIngelin SteinslandPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- probabilistic model
- prior distribution
- prior probabilities
- bayesian approaches
- bayesian networks
- prior knowledge
- computer systems
- bayesian framework
- statistical models
- bayesian models
- parametric models
- gaussian process
- posterior distribution
- bayesian inference
- computer technology
- data sets
- camera calibration
- experimental data
- parameter estimation
- probability distribution
- computer science
- machine learning