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Stochastic Emulation2 years ago
Stochastic Systems, Multistate Systems, and Emulation | Caveat Emptor! | Multistate Behaviour | Appendix: Training Hierarchical Emulators
Low Dimensional Examples2 years ago
One-dimensional Example: Sine Function | Setup | Emulator Training | History Matching | Second Wave | Two-dimensional example | Emulator Plots | The Structure of a Bayes Linear Emulator | Bayes Linear Updates
Demonstrating the hmer Package3 years ago
Introducing hmer | Training emulators | Visualising Emulator Behaviour | Proposing new points for the model | Multi-wave plotting | Hands-off Emulation and History Matching
Emulation and History Matching Handbook3 years ago
Introduction | FAQ | Model preparation | Training run suitability and specification | Output choice | Model Discrepancy | Model Incompatibility | Output Transformations | Model NAs | Final Note on Model-related Concerns | Emulator Visualisation | Emulator Plots and Active Variables | Choice of Visualisation | Proposing Points | Proposal Speed | Small Spaces and Disconnected Regions | The Resample and Oversample Argument