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Refactor BioMesh Domain to Version 2.0 Specifications#68

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dfeen87 merged 1 commit intomainfrom
feature/biomesh-v2-refactor-2853933717657633433
Apr 25, 2026
Merged

Refactor BioMesh Domain to Version 2.0 Specifications#68
dfeen87 merged 1 commit intomainfrom
feature/biomesh-v2-refactor-2853933717657633433

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@dfeen87 dfeen87 commented Apr 25, 2026

This PR implements the Graph-Theoretic Formalization of the BioMesh Domain per the v2.0 specifications. The structural connectivity of the network is now strictly tracked via its Laplacian matrix, computing the Fiedler value in real-time. This provides the mathematical basis for simulating graceful network degradation (vaso-occlusive crises) and demonstrating robust recovery after the payload initiates edge restoration.


PR created automatically by Jules for task 2853933717657633433 started by @dfeen87

- Update `VascularEdge` to use `flow_capacity` to support graph edge weights
- Implement `OsteoMeshNetwork` utilizing `Eigen/Dense` to calculate Graph Laplacian and Fiedler value
- Introduce `simulate_vaso_occlusive_loop` to dynamically degrade network connections over time
- Validate the graph recovery through tests showing MetaboJointMatrix triggering network repair and restoring the Fiedler value

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
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Copilot AI review requested due to automatic review settings April 25, 2026 10:20
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@dfeen87 dfeen87 merged commit 488b3e5 into main Apr 25, 2026
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@dfeen87 dfeen87 deleted the feature/biomesh-v2-refactor-2853933717657633433 branch April 25, 2026 10:20
@dfeen87 dfeen87 review requested due to automatic review settings April 25, 2026 10:44
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