Critical Coverage and the Saturation Depth Problem

The auto-calibrated saturation depth ${n_1}(q)$ of the breadth-first exploration of ${\mathrm{Heis}}_3(\mathbb{Z}/q\mathbb{Z})$ was the central open asymptotic variable of O25–O28. This note makes two points. First, the depth problem is not a vector-space filling problem: at the window edge the cumulative Weil–fingerprint rank is far from full, so ${n_1}$ is the depth at which the creation of new directions per explored vertex drops below a fixed threshold — a stop of marginal novelty. Second, and consequently, the entire asymptotic content of ${n_1}$ collapses onto a single dimensionless observable, the critical coverage \[ {x_1}(q) = \frac{{\lvert B_n\rvert}_{\,n={n_1}}}{q^2}, \qquad\text{through the exact identity}\qquad {n_1}(q) = \left(\frac{{x_1}(q)}{{C_{\mathrm{Heis}}}}\right)^{1/4} \sqrt{q}, \] where ${\lvert B_n\rvert} \sim {C_{\mathrm{Heis}}}\,n^4$ (homogeneous dimension $D=4$, ${C_{\mathrm{Heis}}} \approx 0.427$) is the Heisenberg ball growth. The reduction rests on two robust facts — ${\lvert B_n\rvert} \sim {C_{\mathrm{Heis}}}\,n^4$ and the diffusive spectral gap $\lambda_2 \approx 4\pi^2/q^2$ — and one scaling ansatz. Empirically ${x_1}$ falls from $0.61$ at $q=101$ to $0.15$ at $q=601$, which excludes the constant-coverage (clean $\sqrt{q}$) scenario and supports the model-free conclusion ${n_1}(q)/q \to 0$. We isolate the governing tension $\Phi'({x_1}) = {\varepsilon_{\mathrm{sat}}}\,q$ and state the analytical programme: derive the asymptotic law of ${x_1}(q)$ from a shellwise Weil–BFS novelty estimate controlled by $\lambda_2$, of which the depth law ${n_1}(q)$ is then a corollary.

Authors

Publication Details

Journal
Open MIND
Published
2026-06-30
DOI
https://doi.org/10.5281/zenodo.21049164
Primary Topic
Theoretical and Computational Physics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Critical Coverage and the Saturation Depth Problem

Jérôme Beau
Open MIND
Theoretical and Computational Physics
article

Critical Coverage and the Saturation Depth Problem

Jérôme Beau
article en

Abstract

The auto-calibrated saturation depth ${n_1}(q)$ of the breadth-first exploration of ${\mathrm{Heis}}_3(\mathbb{Z}/q\mathbb{Z})$ was the central open asymptotic variable of O25–O28. This note makes two points. First, the depth problem is not a vector-space filling problem: at the window edge the cumulative Weil–fingerprint rank is far from full, so ${n_1}$ is the depth at which the creation of new directions per explored vertex drops below a fixed threshold — a stop of marginal novelty. Second, and consequently, the entire asymptotic content of ${n_1}$ collapses onto a single dimensionless observable, the critical coverage \[ {x_1}(q) = \frac{{\lvert B_n\rvert}_{\,n={n_1}}}{q^2}, \qquad\text{through the exact identity}\qquad {n_1}(q) = \left(\frac{{x_1}(q)}{{C_{\mathrm{Heis}}}}\right)^{1/4} \sqrt{q}, \] where ${\lvert B_n\rvert} \sim {C_{\mathrm{Heis}}}\,n^4$ (homogeneous dimension $D=4$, ${C_{\mathrm{Heis}}} \approx 0.427$) is the Heisenberg ball growth. The reduction rests on two robust facts — ${\lvert B_n\rvert} \sim {C_{\mathrm{Heis}}}\,n^4$ and the diffusive spectral gap $\lambda_2 \approx 4\pi^2/q^2$ — and one scaling ansatz. Empirically ${x_1}$ falls from $0.61$ at $q=101$ to $0.15$ at $q=601$, which excludes the constant-coverage (clean $\sqrt{q}$) scenario and supports the model-free conclusion ${n_1}(q)/q \to 0$. We isolate the governing tension $\Phi'({x_1}) = {\varepsilon_{\mathrm{sat}}}\,q$ and state the analytical programme: derive the asymptotic law of ${x_1}(q)$ from a shellwise Weil–BFS novelty estimate controlled by $\lambda_2$, of which the depth law ${n_1}(q)$ is then a corollary.

Open MIND
Openalex Percentile: Top 11%
Theoretical and Computational Physics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Critical Coverage and the Saturation Depth Problem — Jérôme Beau · Open MIND (2026) | TGRS Research Map | TGRS