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feat(uq): add validated PolyChaos propagation - #52

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amaurigmartins wants to merge 5 commits into
release/v0.2.0from
v0.2.0-polychaos-addons
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feat(uq): add validated PolyChaos propagation#52
amaurigmartins wants to merge 5 commits into
release/v0.2.0from
v0.2.0-polychaos-addons

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@amaurigmartins

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Summary

  • extend Gridspace with positional supplied-value uncertainty realisation while preserving RNG-backed Monte Carlo behaviour
  • add dependency-neutral PolynomialChaos formulation/result contracts and a PolyChaos 2.1 weak extension
  • fit and validate native R/L/C/G expansions for cable constants and line parameters
  • add analytical, boundary, integration, documentation, and non-CI benchmark coverage

Validation

  • Pkg.test(): 6082 passed, 3 failed; all three are the same exact-floating-point failures reproduced on the untouched release baseline
  • quality suite: 2662/2662 passed, including Aqua and ExplicitImports
  • realization conformance: 105/105 passed
  • PolyChaos contracts: 57/57 passed
  • PolyChaos extension: 173/173 passed, including 5/5 unloaded-core checks
  • full documentation build and doctests passed
  • reduced executable benchmark completed for Monte Carlo and PCE degrees 1-4

Review notes

Targets release/v0.2.0 for review and reconciliation with the release state. This PR is intentionally left unmerged.

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