Matrices With a Different Set of Applications and Experiments

This example demonstrates the use of the matrix_plot function to visualize matrices with a different set of applications and experiments. This means that the diagonal of the matrix does not necessarily represent an application/experiment compared with itself, and so contribution plots aren’t shown.

The input is exactly as described in Matrix of Contribution Correlation Plots, except that the applications and experiments lists include different SDF files.

from tsunami_ip_utils.viz.viz import matrix_plot
from tsunami_ip_utils.viz.plot_utils import generate_plot_objects_array_from_contributions
from tsunami_ip_utils.integral_indices import get_uncertainty_contributions
from paths import EXAMPLES

application_files = [ EXAMPLES / 'data' / 'example_sdfs' / 'MCT' / f'MIX-COMP-THERM-001-00{i}.sdf' for i in range(1,4) ]
experiment_files = [ EXAMPLES / 'data' / 'example_sdfs' / 'MCT' / f'MIX-COMP-THERM-002-00{i}S.sdf' for i in range(1,4) ]

contributions_nuclide, contributions_nuclide_reaction = get_uncertainty_contributions(application_files, experiment_files, variance=True)

labels = {
    'applications': [ application_file.name for application_file in application_files ],
    'experiments': [ experiment_file.name for experiment_file in experiment_files ],
}

plot_objects_array = generate_plot_objects_array_from_contributions(
    contributions_nuclide,
    integral_index_name='(Δk/k)^2'
)

fig = matrix_plot(plot_objects_array, plot_type='interactive', labels=labels)
fig.show()

- Zoom Out + Zoom In

Now the plot can also be saved to an image

fig = matrix_plot(plot_objects_array, plot_type='interactive')
fig.to_image( EXAMPLES / '_static' / 'different_applications_and_experiments_matrix.png' )

# sphinx_gallery_thumbnail_path = '../../examples/_static/different_applications_and_experiments_matrix.png'

- Zoom Out + Zoom In