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Learning historical growth shape for fatigue-crack prognosis in riveted joints: separating population transfer from sparse-observation updating — derived data and figure replay

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Zenodo2026-10-25 更新2026-11-05 收录
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Derived analysis tables and figure-replay code for the fatigue-crack prognosis manuscript. Version 1.1.0 supplies nine data sheets in Supplementary Data 1 and 26 data sheets in Supplementary Data 2. The update adds information-matched one-report and two-report comparisons across five model families, per-joint scores, historical-weight sensitivity, actual-prefix identifiability and posterior diagnostics, and selected published-marker reconstructions from Galatolo and Lazzeri (2016). Figures 5 and 6 use matching-prefix linear controls. The script reconstructs the six current manuscript figures from saved results; it does not refit estimators or reproduce all experiments. The Galatolo reconstructed markers are acquisition records with coordinate-definition flags and no new forecasting scores; this release does not add a validated independent raw-joint forecasting experiment. Author-created derived results and documentation are shared under CC BY 4.0 and author-created figure-replay code under MIT. Selected third-party observations and adapted published curves retain their source attribution and applicable rights, detailed in THIRD_PARTY_NOTICES.md. Complete third-party original datasets, raw SYPIN recordings, correspondence, source PDFs/artwork and sealed validation records are not included.

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Zenodo
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2026-10-25
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