EasyVVUQ tutorialsΒΆ
Here we have collected some tutorials on various aspects of EasyVVUQ. A good place to start would be to follow our interactive Jupyter notebook tutorial.
Jupter Notebook tutorials
- EasyVVUQ - Basic Concepts
- EasyVVUQ execution on HPC machines with QCG-PilotJob
- EasyVVUQ and Cloud Execution via Kubernetes
- EasyVVUQ fusion tutorial
- Run the fusion EasyVVUQ campaign
- Dimension adaptive sampling tutorial
- MCMC in EasyVVUQ
- Markov-Chain Monte Carlo in EasyVVUQ
- EasyVVUQ - Vector Quantities of Interest
- EasyVVUQ Mega Tutorial
Static tutorials
- Basic Tutorial
- A Cooling Coffee Cup with Polynomial Chaos Expansion
- A Cooling Coffee Cup - Using Dask Jobqueue to Run on Clusters
- A Reduced Version of the Fusion Workflow using Polynomial Chaos Expansion
- Combining multiple samplers using Multisampler
- Restarting a Campaign
- Writing a custom encoder or decoder
- Creating complex encoders using MultiEncoder and DirectoryBuilder
- Hierarchical sparse grid tutorial
- Validation by comparing QoI distributions
