Assessment of adaptive optics-corrected optical links statistics from integrated turbulence parameters through a Gaussian process metamodel.
Emile KlotzSidonie LefebvreNicolas VédrenneChristian MussoSylvain PoulenardThierry FuscoPublished in: Int. J. Satell. Commun. Netw. (2024)
Keyphrases
- gaussian process
- metamodel
- hyperparameters
- gaussian processes
- gaussian process regression
- bayesian framework
- regression model
- model selection
- development process
- modeling language
- semi supervised
- covariance function
- maximum likelihood
- life cycle
- uml profile
- black box
- data model
- closed form
- software systems
- parameter estimation
- latent variables
- em algorithm
- cross validation
- random sampling
- expectation maximization
- maximum a posteriori
- expectation propagation
- parameter values
- artificial intelligence
- missing data
- parameter space
- sample size
- open source
- xml documents