Articles
A Quick Guide to dgpsi
A quick introduction to dgpsi by emulating a step function.
- A Quick Guide to dgpsi
DGP emulation of a step function.
A Deep Dive to dgpsi
These articles provide an in-depth exploration of dgpsi and its diverse capabilities.
- Large-Scale DGP Emulation
Large-scale DGP emulation using Vecchia approximations under the Stochastic Imputation.
- Linked (D)GP Emulation
Linked (D)GP emulation of a synthetic system of three linked computer models.
- Non-Gaussian Emulation
DGP emulation of the motorcycle accident data under a Heteroskedastic Gaussian Likelihood.
- DGP Classification
DGP classification of the iris data set using dgpsi.
- Sequential Design I
Sequential design and dynamic pruning for DGP emulation of a non-stationary simulator.
- Sequential Design II
Sequential design for a bundle of DGP emulators with a stopping rule.
- Bayesian Optimization
Customized sequential design to implement Bayesian optimization for the Shubert function.