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feat: Architect new Global Sensitivity Analysis module#8

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dfeen87 merged 1 commit into
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add-gsa-module-3548952862284120952
May 3, 2026
Merged

feat: Architect new Global Sensitivity Analysis module#8
dfeen87 merged 1 commit into
mainfrom
add-gsa-module-3548952862284120952

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@dfeen87 dfeen87 commented May 3, 2026

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  • Added analysis/sensitivity.py.
  • Implemented perform_parameter_sweep with grid and Monte Carlo sampling.
  • Implemented calculation of partial derivatives $\partial\Psi/\partial\Gamma$, etc.
  • Added identify_tipping_points to detect regions of oscillatory divergence.
  • Added Seaborn heatmap generation to visualize sensitivity and leverage points.
  • Includes professional docstring and MIT license header.

PR created automatically by Jules for task 3548952862284120952 started by @dfeen87

Implements a parameter sweep across operators to calculate partial
derivatives and identify the 'tipping point' of systemic coherence (Ψ).
Includes generation of a Seaborn heatmap visualizing the sensitivity
to Thermodynamic Stability (Θ) and Adaptive Gain (Γ).

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Copilot AI review requested due to automatic review settings May 3, 2026 22:13
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@dfeen87
dfeen87 merged commit accd5a9 into main May 3, 2026
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dfeen87 deleted the add-gsa-module-3548952862284120952 branch May 3, 2026 22:14
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dfeen87 removed the request for review from Copilot May 3, 2026 22:35
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