Tutorials

These tutorials walk through how to use the history matching library, from basic setup to advanced workflows. To run locally, start a Jupyter environment in the docs/tutorials folder.

Getting started

• Basic workflow — Complete walkthrough calibrating a model using the builder pattern
• Manual workflow — Fine-grained control over each iteration with manual inspection and decision points

Advanced workflows

• Advanced configuration — Custom strategies, strategy switching mid-workflow, checkpoint/resume
• Emulator showcase — Comparison of Linear, GLM, and GPR emulators on different test functions

Post-calibration

• Trajectory selection — Select plausible (parameter, seed) pairs for stochastic simulation using importance resampling
• NROY sampling methods — Comparison of sampling strategies for exploring the NROY space