Example gallery

Runnable examples cover average-atom electronic structure, QM/TF and IS/SC comparisons, one- and multicomponent QOZ/HNC, LFC sensitivity, and ionization and pressure ionization.

Each page places figures and terminal diagnostics before its downloadable Python source. Running that source calculates from physical inputs by default; no bundled NPZ is required. Each figure is exported as PNG and vector PDF. Documentation builds display recorded figures and output without starting the scientific calculations. Published-data comparisons live in the separate scientific benchmark gallery.

Run the included scripts from a complete source checkout. The optional Python, notebook and ZIP downloads are explained in Reproducing examples and benchmarks.