test_all_118_present (test_element_projection_atlas.ElementAtlasTests.test_all_118_present) ... ok
test_atlas_radial_normalization (test_element_projection_atlas.ElementAtlasTests.test_atlas_radial_normalization) ... ok
test_closed_subshell_addition_theorem (test_element_projection_atlas.ElementAtlasTests.test_closed_subshell_addition_theorem) ... ok
test_density_rank_boundary (test_element_projection_atlas.ElementAtlasTests.test_density_rank_boundary) ... ok
test_electron_counts_and_capacities (test_element_projection_atlas.ElementAtlasTests.test_electron_counts_and_capacities) ... ok
test_hydrogenic_radial_normalization (test_element_projection_atlas.ElementAtlasTests.test_hydrogenic_radial_normalization) ... ok
test_model_boundaries_present (test_element_projection_atlas.ElementAtlasTests.test_model_boundaries_present) ... ok
test_output_round_trip (test_element_projection_atlas.ElementAtlasTests.test_output_round_trip) ... ok
test_reference_exceptions (test_element_projection_atlas.ElementAtlasTests.test_reference_exceptions) ... ok
test_shell_counts (test_element_projection_atlas.ElementAtlasTests.test_shell_counts) ... ok
test_status_boundary (test_element_projection_atlas.ElementAtlasTests.test_status_boundary) ... ok
test_dielectric_round_trip (test_noble_metal_optics.NobleMetalOpticsTests.test_dielectric_round_trip) ... ok
test_gold_and_silver_blue_separation (test_noble_metal_optics.NobleMetalOpticsTests.test_gold_and_silver_blue_separation) ... ok
test_gold_selectively_suppresses_blue (test_noble_metal_optics.NobleMetalOpticsTests.test_gold_selectively_suppresses_blue) ... ok
test_perfect_reflector_adapts_to_srgb_white (test_noble_metal_optics.NobleMetalOpticsTests.test_perfect_reflector_adapts_to_srgb_white) ... ok
test_reflectance_is_physical (test_noble_metal_optics.NobleMetalOpticsTests.test_reflectance_is_physical) ... ok
test_reflectance_matches_complex_amplitude (test_noble_metal_optics.NobleMetalOpticsTests.test_reflectance_matches_complex_amplitude) ... ok
test_silver_is_nearly_neutral_in_visible (test_noble_metal_optics.NobleMetalOpticsTests.test_silver_is_nearly_neutral_in_visible) ... ok
test_two_measured_material_tables (test_noble_metal_optics.NobleMetalOpticsTests.test_two_measured_material_tables) ... ok
test_boundary_diagnostics_are_retained (test_band_response.BandResponseTests.test_boundary_diagnostics_are_retained) ... ok
test_gold_needs_larger_absolute_correction (test_band_response.BandResponseTests.test_gold_needs_larger_absolute_correction) ... ok
test_holdout_wavelengths_are_frozen (test_band_response.BandResponseTests.test_holdout_wavelengths_are_frozen) ... ok
test_interband_model_improves_gold_holdout (test_band_response.BandResponseTests.test_interband_model_improves_gold_holdout) ... ok
test_interband_model_improves_silver_holdout_modestly (test_band_response.BandResponseTests.test_interband_model_improves_silver_holdout_modestly) ... ok
test_models_are_passive_on_measured_grid (test_band_response.BandResponseTests.test_models_are_passive_on_measured_grid) ... ok
test_optimizer_never_sees_holdout_target_count (test_band_response.BandResponseTests.test_optimizer_never_sees_holdout_target_count) ... ok
test_reflectance_is_physical (test_band_response.BandResponseTests.test_reflectance_is_physical) ... ok
test_split_is_disjoint_and_complete (test_band_response.BandResponseTests.test_split_is_disjoint_and_complete) ... ok
test_all_saved_predictions_replay (test_frozen_band_response.FrozenBandResponseTests.test_all_saved_predictions_replay) ... ok
test_all_source_hashes_are_locked (test_frozen_band_response.FrozenBandResponseTests.test_all_source_hashes_are_locked) ... ok
test_evaluation_score_reproduces_holdout_mae (test_frozen_band_response.FrozenBandResponseTests.test_evaluation_score_reproduces_holdout_mae) ... ok
test_evaluator_has_no_optimizer_dependency (test_frozen_band_response.FrozenBandResponseTests.test_evaluator_has_no_optimizer_dependency) ... ok
test_hex_parameters_round_trip_bit_exactly (test_frozen_band_response.FrozenBandResponseTests.test_hex_parameters_round_trip_bit_exactly) ... ok
test_manifest_digest_is_exact (test_frozen_band_response.FrozenBandResponseTests.test_manifest_digest_is_exact) ... ok
test_protocol_forbids_future_refit (test_frozen_band_response.FrozenBandResponseTests.test_protocol_forbids_future_refit) ... ok
test_unknown_model_and_out_of_domain_are_rejected (test_frozen_band_response.FrozenBandResponseTests.test_unknown_model_and_out_of_domain_are_rejected) ... ok

----------------------------------------------------------------------
Ran 36 tests in 0.819s

OK