4. Tutorials: Advanced ParAMS

Tutorials showing advanced features of the ParAMS GUI and Python package. Other AMS tutorials (not using ParAMS) can be found in the Tutorials section of the main AMS documentation.

We recommend all ParAMS users to go through the Getting Started: Lennard-Jones tutorial before any other tutorial.

• 4.1. Benchmarks from literature
• 4.2. Generate reference values
• 4.3. Parallel optimizers
• 4.4. Parameter sensitivity analysis
• 4.5. Restarting an optimization
• 4.6. Training and validation sets
• 4.7. ASE Calculator parametrization