The Davidson Limit: A Curvature-Normalised Stability Boundary on Viability Fields over Riemannian Manifolds
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| Natura: | Recurso digital |
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2026
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| _version_ | 1866902209270120448 |
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| author | Davidson, Craig Kyrle Strachan |
| author_facet | Davidson, Craig Kyrle Strachan |
| contents | <p>This repository contains the replication code, calculated curvature time series, and per-flow results supporting the manuscript "The Davidson Limit: A Curvature-Normalised Stability Boundary on Viability Fields over Riemannian Manifolds".</p> <p>Included files:</p> <ul> <li>davidson_limit_network_results_v4.csv: Per-flow metrics on the UNSW-NB15 dataset.</li> <li>ric_time_series.csv: Sliding window Forman–Ricci curvature estimates.</li> <li>cv_results.json: 5-fold cross-validation configuration details and metrics.</li> </ul> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20291527 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Davidson Limit: A Curvature-Normalised Stability Boundary on Viability Fields over Riemannian Manifolds Davidson, Craig Kyrle Strachan Riemannian geometry Stability analysis Ricci curvature Early-warning signals Network security Anomaly detection Forman-Ricci curvature UNSW-NB15 <p>This repository contains the replication code, calculated curvature time series, and per-flow results supporting the manuscript "The Davidson Limit: A Curvature-Normalised Stability Boundary on Viability Fields over Riemannian Manifolds".</p> <p>Included files:</p> <ul> <li>davidson_limit_network_results_v4.csv: Per-flow metrics on the UNSW-NB15 dataset.</li> <li>ric_time_series.csv: Sliding window Forman–Ricci curvature estimates.</li> <li>cv_results.json: 5-fold cross-validation configuration details and metrics.</li> </ul> |
| title | The Davidson Limit: A Curvature-Normalised Stability Boundary on Viability Fields over Riemannian Manifolds |
| topic | Riemannian geometry Stability analysis Ricci curvature Early-warning signals Network security Anomaly detection Forman-Ricci curvature UNSW-NB15 |
| url | https://doi.org/10.5281/zenodo.20291527 |