Case studies#
Goal-oriented workflows that combine several GWexpy features into a complete, real-world analysis you can adapt to your own data. For feature-by-feature lessons, start with the tutorials and the technique recipes.
Each case shows its audience, additional dependencies, synthetic-data recipe, execution duration measured during the documentation build, and the package version used. A successful execution verifies that the code ran; it does not replace a physics review or validate the method for your experiment. Optional integration sections may be skipped when their dependency is unavailable.
Featured#
Decompose a target spectrum into its measured contributions with a BrUCo-style budget.
Estimate and plot a multi-channel transfer function from coherent excitations.
Design and validate a MIMO active-damping loop for a 6-DOF isolation system.
I. Calibration, response, and control#
II. Interoperability, I/O, and reproducibility#
III. Statistical and ML workflows#
IV. Noise hunting and detector diagnostics#
Coupling analysis: estimating transfer paths between channels
Bruco and ICA noise reduction: witness selection to subtraction
Violin mode analysis: fitting and tracking resonance families
Note
Thumbnails are shown for the featured case studies above; the remaining galleries are listed as links until executed-notebook thumbnails are generated in CI.