From Diagonal Decorrelation to Coherent Generator Spectroscopy

Short-time scattering rates characterize local event activity, but need not identify the slow relaxation generated by configuration-space connectivity. We prove a fixed-graph non identifiability result: when single-replacement events admit redistribution within displacement families, all diagonal activities and normalized first cumulants can remain unchanged while a bottleneck drives the spectral gap to zero and the integrated correlation time to infinity. A complementary visibility criterion determines when coherent-mode combinations recover the missing slow rate. If the limiting bottleneck coordinate lies in the measured feature space, the variational rate has an absolute error of order ε 2 ; a quantitative projection bound describes incomplete visibility. An exact 20-state example realizes both results with thirteen coherent density modes. Independent-event simulations recover the rare-crossing relative-error scaling (nε) −1/2 . Syn thetic complex-field and trajectory measurements test finite-lag bias, exposure, noise, and joint estimation, including a reported failure of nominal interval coverage. A matrix-moment construction resolves the example’s hidden dynamical directions and separates algebraic re construction from statistical stability. The contribution is the paired non-identifiability and visibility result within an established cross-wave-vector and variational framework. Its op erational scope requires phase- or coordinate-resolved access, suitable feature coverage, and sufficient rare-event sampling.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-19
DOI
https://doi.org/10.5281/zenodo.22841935
Primary Topic
Functional Brain Connectivity Studies
Type
preprint
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preprint

From Diagonal Decorrelation to Coherent Generator Spectroscopy

Ziheng Gao, Zhichen Tang, Youming Liu, Edward Ziyuan Jiang et al.
Zenodo (CERN European Organization for Nuclear Research)
Functional Brain Connectivity Studies
preprint

From Diagonal Decorrelation to Coherent Generator Spectroscopy

Ziheng Gao, Zhichen Tang, Youming Liu, Edward Ziyuan Jiang, Chentairan Li
preprint en

Abstract

Short-time scattering rates characterize local event activity, but need not identify the slow relaxation generated by configuration-space connectivity. We prove a fixed-graph non identifiability result: when single-replacement events admit redistribution within displacement families, all diagonal activities and normalized first cumulants can remain unchanged while a bottleneck drives the spectral gap to zero and the integrated correlation time to infinity. A complementary visibility criterion determines when coherent-mode combinations recover the missing slow rate. If the limiting bottleneck coordinate lies in the measured feature space, the variational rate has an absolute error of order ε 2 ; a quantitative projection bound describes incomplete visibility. An exact 20-state example realizes both results with thirteen coherent density modes. Independent-event simulations recover the rare-crossing relative-error scaling (nε) −1/2 . Syn thetic complex-field and trajectory measurements test finite-lag bias, exposure, noise, and joint estimation, including a reported failure of nominal interval coverage. A matrix-moment construction resolves the example’s hidden dynamical directions and separates algebraic re construction from statistical stability. The contribution is the paired non-identifiability and visibility result within an established cross-wave-vector and variational framework. Its op erational scope requires phase- or coordinate-resolved access, suitable feature coverage, and sufficient rare-event sampling.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Functional Brain Connectivity Studies
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From Diagonal Decorrelation to Coherent Generator Spectroscopy — Ziheng Gao, Zhichen Tang, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS