KCGT-MEM Annealed Lagging: Pre-registered Study of GNC-Synchronized λ₁ Scheduling in the Lagged-Diffusivity Estimator (pre-registration, paper, code, and data)

This deposit accompanies a pre-registered companion study to the KCGT-MEM main paper (Zenodo record 10.5281/zenodo.20652756, v3). The study asks whether a GNC-synchronized dynamic λ₁ schedule ("annealed lagging") can bridge the diameter–continuity trade-off established by the bang-bang result in §7.5 of the main paper. The pre-registration document was filed on 2026-06-13, before any experiment was run, and is included in this deposit. Key findings: • H1(b) CONFIRMED: geometric annealing recovers 70% of the fill gap on the fragmented three-lines phantom (Holm-corrected p < 10⁻⁵). • H1(a) NOT CONFIRMED: diameter bias is unchanged (ann ≈ lag). Mechanistic account: diameter is determined at the final GNC stage, which all tested schedules leave fully lagged. • H2 FALSIFIED: schedule shape matters significantly (15/27 pairwise comparisons significant after Bonferroni correction); the schedule is a new tunable parameter. • H3 CONFIRMED: no annealing schedule achieves Pareto dominance over both lag and anc on any tested condition (6 medical + 4 cosmological conditions).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-14
DOI
https://doi.org/10.5281/zenodo.20684953
Primary Topic
Medical Imaging Techniques and Applications
Type
preprint
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preprint

KCGT-MEM Annealed Lagging: Pre-registered Study of GNC-Synchronized λ₁ Scheduling in the Lagged-Diffusivity Estimator (pre-registration, paper, code, and data)

Kazufumi Kimura
Zenodo (CERN European Organization for Nuclear Research)
Medical Imaging Techniques and Applications
preprint

KCGT-MEM Annealed Lagging: Pre-registered Study of GNC-Synchronized λ₁ Scheduling in the Lagged-Diffusivity Estimator (pre-registration, paper, code, and data)

Kazufumi Kimura
preprint en

Abstract

This deposit accompanies a pre-registered companion study to the KCGT-MEM main paper (Zenodo record 10.5281/zenodo.20652756, v3). The study asks whether a GNC-synchronized dynamic λ₁ schedule ("annealed lagging") can bridge the diameter–continuity trade-off established by the bang-bang result in §7.5 of the main paper. The pre-registration document was filed on 2026-06-13, before any experiment was run, and is included in this deposit. Key findings: • H1(b) CONFIRMED: geometric annealing recovers 70% of the fill gap on the fragmented three-lines phantom (Holm-corrected p < 10⁻⁵). • H1(a) NOT CONFIRMED: diameter bias is unchanged (ann ≈ lag). Mechanistic account: diameter is determined at the final GNC stage, which all tested schedules leave fully lagged. • H2 FALSIFIED: schedule shape matters significantly (15/27 pairwise comparisons significant after Bonferroni correction); the schedule is a new tunable parameter. • H3 CONFIRMED: no annealing schedule achieves Pareto dominance over both lag and anc on any tested condition (6 medical + 4 cosmological conditions).

Zenodo (CERN European Organization for Nuclear Research)
Dorn Research Institute (US)
Partnerships for the goals
Medical Imaging Techniques and Applications
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KCGT-MEM Annealed Lagging: Pre-registered Study of GNC-Synchronized λ₁ Scheduling in the Lagged-Diffusivity Estimator (pre-registration, paper, code, and data) — Kazufumi Kimura · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS