A Systematic Design Optimization Approach for Multiphysics MEMS Devices Based on Combined Computer Experiments and Gaussian Process Modelling.
Shayaan SaghirMuhammad Mubasher SaleemAmir HamzaKashif RiazSohail IqbalRana Iqtidar ShakoorPublished in: Sensors (2021)
Keyphrases
- energy function
- gaussian process
- graph cuts
- gaussian processes
- gaussian process regression
- regression model
- gaussian process classification
- model selection
- approximate inference
- hyperparameters
- latent variables
- dynamical model
- semi supervised
- bayesian framework
- expectation propagation
- gaussian process models
- data sets
- marginal likelihood
- covariance function
- fully bayesian
- sparse approximations
- cross validation
- prior knowledge
- image processing
- probabilistic model