REVIEW 2 major objections 4 minor 22 references
Assouad and lower dimensions of graph-directed Bedford-McMullen carpets
T0 review · 2 major / 4 minor · reviewed 2026-08-12 · deepseek-v4-flash
Pith's one-line read The paper proves exact formulas for the Assouad and lower dimensions of every graph-directed Bedford-McMullen carpet, expressed as growth rates of explicit counting sequences, and identifies exactly when box, Hausdorff, and Assouad…
desk verdict The main dimension formulas are new and well argued; the box-Assouad coincidence theorem leans on an unreviewed preprint, and the counterexample is unverified—both fixable. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The machinery is the pair of growth rates $\alpha$ and $\beta$ together with approximate-square counting. An approximate square of level $k$ is a rectangle of width $n^{-\lfloor k\log_n m\rfloor}$ and height $m^{-k}$, the natural nearly square cell at that scale; the ratio $n>m$ is why one index is floored. The sequences $\alpha_k$, $\beta_k$ are defined from weighted counts of equivalence classes of admissible words: $\eta(v,x_w,y_w)$ records the box dimension of the vertical projection of the piece of $X_v$ lying in $\psi_w((0,1)^2)$, so the weight $n^{k\eta}$ converts a projection dimension into a horizontal counting factor. The upper and lower bounds for $\dim_A X$ reduce to showing that the number $N_{k'}(X\cap Q_k^\circ(p,q))$ of level-$k'$ approximate squares needed to cover the part of $X$ in a level-$k$ square grows like $m^{(k'-k)(\log\alpha/\log n+\epsilon)}$, and Lemmas 3.2 and 3.3 establish both directions; Lemmas 4.1 and 4.2 do the same for $\log\beta/\log n$. For the dimension-comparison theorems, the same entropies are expressed through $h_{\mathrm{top}}(I)$, $h_{\mathrm{top}}(\pi I)$, and the fiber entropies $h_{\mathrm{top}}(\pi^{-1}(y))$, and the coincidence criterion (1.3) is exactly the equality case of the entropy inequality (5.1).
What would settle it
Construct or find an irreducible graph-directed carpet in which two vertical words $y,y'$ of the same length $k$ have fiber counts $\#\{x_w : w\in E_k,\, y_w=y\}$ and $\#\{x_w : y_w=y'\}$ whose ratio grows without bound as $k\to\infty$; then the uniform-fiber premise behind Lemma 5.3 is false, and the coincidence criterion in Theorem 1.3 would have to be re-tested.
Extended reading notes
Core claim
On its own terms, the paper's discovery is that the extreme local scaling rates of any graph-directed Bedford-McMullen carpet family are completely governed by the submultiplicative sequences $\{\alpha_k\}$ and $\{\beta_k\}$ of Section 2.2. For each level $k$, $\alpha_k$ is the maximum, over start vertices $v$ and vertical words $y$ of length $k$, of a sum over equivalence classes $[w]$ of admissible words with vertical projection $y$, each class weighted by $n^{k\eta(v,x_w,y_w)}$, where $\eta$ is the box dimension of the vertical projection of the piece $X_v \cap \psi_w((0,1)^2)$. The number $\alpha = \lim_k (\alpha_k)^{1/k}$, and $\beta = \liminf_k (\beta_k)^{1/k}$ is defined through the analogous minimum-based sequence $\beta_k$. Theorem 1.1 asserts $\dim_A X = \log \alpha / \log n$ and $\dim_L X = \log \beta / \log n$. The proof replaces weak-tangent constructions by counting approximate squares, and the later theorems translate the same counts into topological-entropy form: in the irreducible case $\dim_A X = h_{\mathrm{top}}(\pi I)/\log m + \sup_{y\in\pi I} h_{\mathrm{top}}(\pi^{-1}(y))/\log n$, with box dimension agreeing with Assouad dimension exactly when (1.3) holds, in which case $\dim_H X = \dim_B X = \dim_A X$ as well.
Load-bearing premise
The load-bearing premise is the uniform fiber-counting estimate cited as [8]: in an irreducible graph-directed system, every vertical projection word of length $k$ is realized by roughly the same number of admissible words, with the comparison constant independent of the word and of $k$; if that estimate fails, the equivalence between $\dim_H X=\dim_B X$ and $\dim_B X=\dim_A X$ loses its support.
Editorial extensions
If this is right
- For every graph-directed Bedford-McMullen carpet, the Assouad and lower dimensions are now determined by the explicit sequences $\alpha_k$ and $\beta_k$, even when different contractions have identical images.
- The formulas bypass weak-tangent constructions, so the same counting scheme should apply to carpet families whose tangent structure is difficult to build.
- Condition (1.3) gives a checkable criterion: the box and Assouad dimensions coincide exactly when one irreducible component realizes the maximum in the box-dimension formula and its fiber entropies sum to $h_{\mathrm{top}}(I)$.
- Whenever the box and Assouad dimensions coincide, the Hausdorff dimension is forced to the same value, so the three global dimensions collapse.
- In the non-irreducible case the clean dichotomy is false: the paper's $4\times3$ example satisfies $\dim_L X=1$, $\dim_H X=\dim_B X=3/2$, and $\dim_A X=2$.
Reading between the lines
- An immediate testable extension is to implement the $\alpha_k$ and $\beta_k$ sequences numerically for a given graph: truncations give rigorous upper and lower bounds on $\alpha$ and $\beta$, hence on $\dim_A$ and $\dim_L$.
- The same approximate-square counting likely extends to the more flexible grid class of box-like carpets and to higher-dimensional self-affine sponges, where the graph-directed version of these formulas has not yet been carried out.
- The non-irreducible counterexample suggests that dimension coincidence is controlled by how irreducible components feed into one another; a decomposition into a component together with its reachable future may be the right object for a full classification.
- The coincidence criterion depends on the uniform fiber-counting theorem cited as [8]; if that theorem changes, only the equivalence part of Theorems 1.3 and 1.4 would need revision, not the $\alpha,\beta$ formulas themselves.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper studies the Assouad and lower dimensions of graph-directed Bedford–McMullen (×m,×n)-carpets, i.e. self-affine sets generated by a finite directed graph with contractions of the form (ξ1,ξ2) ↦ (n^{-1}(ξ1+x_e), m^{-1}(ξ2+y_e)). In Section 2.2 it introduces sequences α_k and β_k built from the box dimensions of projections of construction pieces, and Theorem 1.1 asserts dim_A X = log α/log n and dim_L X = log β/log n, without assuming the rectangular open set condition. Section 3 proves the Assouad formula via approximate-square estimates; Section 4 proves the lower-dimension formula. Section 5 compares box and Assouad dimensions: Theorem 1.3 gives a general formula for dim_A in terms of irreducible components and entropies, an equivalent condition for dim_B X = dim_A X, and the conclusion that in that case dim_H X = dim_B X = dim_A X. Theorem 1.4 claims that for irreducible G, dim_H=dim_B implies dim_B=dim_A, and supplies an example showing the analogue fails when G is not irreducible.
Significance. If correct, these results settle the Assouad and lower dimensions for a broad class of graph-directed planar carpets and give a sharp coincidence criterion relating box, Hausdorff, and Assouad dimensions, extending the dichotomy found by Mackay and Fraser. The main estimates in Sections 3 and 4 are detailed and internally coherent; in particular, Lemmas 2.4, 3.2, 3.3, 4.1, and 4.2 track the dependence on ε and on the construction-dependent constants in a plausible way, and overlaps are handled carefully through the equivalence classes [w]. The principal reservations concern the dimension-coincidence part: Lemma 5.3 depends on an unreviewed preprint [8], and the counterexample in Theorem 1.4 is asserted without computation. It is worth emphasizing that Theorem 1.1 and Corollary 1.2 do not rely on [8] and appear to stand on their own.
major comments (2)
- [§5, Lemma 5.3] The 'if' direction of Lemma 5.3 invokes [8, Theorem 3.1], an unreviewed preprint, to obtain a uniform constant C with C^{-1}#{x_w : w∈E_k, y_w=y'} ≤ #{x_w : w∈E_k, y_w=y} ≤ C#{x_w : w∈E_k, y_w=y'} for all y,y′∈πI_k. This uniform fiber estimate is exactly what makes h_top(π^{-1}(y)) independent of y, and it is therefore load-bearing for the equivalence between dim_H X = dim_B X and Bowen's equality (5.2). Since that implication is used in Theorem 5.1, in the final clause of Theorem 1.3 ('if dim_B X = dim_A X, then dim_H X = dim_B X = dim_A X'), and in the irreducible case of Theorem 1.4, the coincidence results are conditional on a result that is neither stated nor proved in the paper, and whose hypotheses in [8] are not checked against the graph-directed shifts of finite type arising from the irreducible components H_i. Please state the needed uniform fiber estimate as a lemma and prove it, or give a self-contained proof for the specific shifts considered here.
- [§5, proof of Theorem 1.4] The counterexample in the final paragraph of Section 5 is asserted rather than verified: after referring to Figure 6, the paper states 'It is not hard to check that dim_B π(X_a)=dim_B π(X_b)=1, and dim_A X=2, dim_L X=1, dim_B X=dim_H X=3/2' and gives no further computation. This example is the sole evidence for the claim that the dichotomy fails when G is not irreducible, so the claimed dimension values are load-bearing. Please supply the verification, for instance by computing α and β from Theorem 1.1 and using the Fraser–Jurga formula (1.2), or by giving the adjacency matrices and digit assignments in enough detail to make the calculation routine.
minor comments (4)
- [§4, Lemma 4.2] The sentence 'Choose a k ≥ 1 such that k = ⌊k log_n m⌋ + s_j + h' is confusing as written; the intended condition is k − ⌊k log_n m⌋ = s_j+h, and the existence of such k for each prescribed value s_j+h should be stated explicitly.
- [§2.1] The notation for box dimensions is not always visually distinguishable: the paper uses both 'dim_B' and 'dimB' in the same paragraphs, with underlining or overlining that is easy to lose. Please use unambiguous symbols throughout, especially in Lemma 3.1 and in the statements of Theorems 1.3 and 1.4.
- [§2.2, definition of β_k] The definition of β_k is intricate: the roles of w, y, and y′ are hard to parse, and the indicator factor in the inner minimum is redundant with the positivity condition in the set over which the minimum is taken. A short explanatory paragraph after (2.8) would improve readability.
- [§5, Lemma 5.2] In the construction of the infinite word ˙y, the proof writes 'for all k in N' where it must mean 'for all sufficiently large k' after choosing N; the concatenation argument would also benefit from an explicit sentence explaining why the connecting words of length at most S do not change the growth rate.
Circularity Check
No significant circularity: the Assouad and lower dimension formulas are derived from independent graph-counting and projection box-dimension inputs, with no fitted parameter renamed as a prediction.
full rationale
The central quantities α and β defined in Section 2.2 are built from dim_B π(X_v) of the graph-directed self-similar projection system and from counts of admissible words; these are external inputs, not the output dimensions. The approximate-square estimates in Lemmas 2.4, 3.2, 3.3, 4.1 and 4.2 connect these inputs to the Assouad and lower dimensions directly, and the proof of Theorem 1.1 uses only these estimates. No equation in the paper reduces to the target by definition, and no fitted parameter is later renamed as a prediction. Theorems 1.3 and 1.4 use Bowen's inequality and external theorems (Fraser–Jurga, Ledrappier–Walters, and Feng's preprint); these are cited results rather than self-citations by the present authors, and none of them is equivalent to the paper's own conclusion. The 'if' direction of Lemma 5.3 does rely on [8, Theorem 3.1], an unreviewed preprint, which is a genuine correctness or completeness risk, but it is not circularity: Zhou Feng is not an author of this paper, and the uniform fiber estimate is not derived from the paper's definitions or outputs. Similarly, the asserted example in Theorem 1.4, with dim_A X = 2, dim_L X = 1, and dim_B X = dim_H X = 3/2, is stated without a written verification; that is a support concern rather than a circular step. The derivation chain is therefore self-contained with respect to its own conclusions.
Assumptions & free parameters
assumptions (6)
- standard math Das-Ngai Theorems 1.1 and 2.7: graph-directed self-similar IFS with finite type overlaps has equal Hausdorff and box dimension for the union of attractors.
- standard math Ledrappier-Walters relative variational principle, equation (5.6).
- standard math Bowen's inequality h_top(I) ≤ h_top(πI) + sup_y h_top(π^(-1)(y)).
- standard math Fraser-Jurga formula (1.2) for the box dimension of X in terms of irreducible components.
- domain assumption Feng's [8, Theorem 3.1]: uniform fiber count bounds for irreducible subshifts.
- standard math Fraser-Jurga Corollary 3.2: dim_H X=dim_B X iff there is a measure of maximal entropy on I projecting to a measure of maximal entropy on πI.
Cite this review
Pith. "Pith review of Assouad and lower dimensions of graph-directed Bedford-McMullen carpets." pith.science (2026). https://pith.science/paper/3SVDJSQU
@misc{pith2026241115407,
author = {Pith},
title = {Pith review of: Assouad and lower dimensions of graph-directed Bedford-McMullen carpets},
year = {2026},
howpublished = {\url{https://pith.science/paper/3SVDJSQU}},
note = {Machine review of arXiv:2411.15407}
}
read the original abstract
We calculate the Assouad and lower dimensions of graph-directed Bedford-McMullen carpets, which reflect the extreme local scaling laws of the sets, in contrasting with known results on Hausdorff and box dimensions. We also investigate the relationship between distinct dimensions. In particular, we identify an equivalent condition when the box and Assouad dimension coincide, and show that under this condition, the Hausdorff dimension attains the same value.
Figures
Figures from the paper (3 more)
Reference graph
Works this paper leans on
-
[8]
Z. Feng, On the coincidence of the Hausdorff and box dimensions for some affine-invariant sets, arXiv: 2405.03213
-
[1]
Bara´ nski, Hausdorff dimension of the limit sets of some planar geometric constructions, Adv
K. Bara´ nski, Hausdorff dimension of the limit sets of some planar geometric constructions, Adv. Math. 210 (2007), no. 1, 215–245
work page 2007
-
[2]
Bedford, Crinkly curves, Markov partitions and box dimensions in self-similar sets, Ph.D
T. Bedford, Crinkly curves, Markov partitions and box dimensions in self-similar sets, Ph.D. Thesis, University of Warwick, 1984
work page 1984
-
[3]
Bowen, Entropy for group endomorphisms and homogeneous spaces, Trans
R. Bowen, Entropy for group endomorphisms and homogeneous spaces, Trans. Amer. Math. Soc. 153 (1971), 401–414
work page 1971
-
[4]
M. Das and S.-M. Ngai, Graph-directed iterated function systems with overlaps, Indiana Univ. Math. J. 53 (2004), no. 1, 109–134
work page 2004
-
[5]
T. Das, D. Simmons, The Hausdorff and dynamical dimensions of self-affine sponges: a dimension gap result, Invent. math. 210 (2017), 85–134
2017
-
[6]
K. Falconer, Fractal geometry, Mathematical foundations and applications, Third edition, John Wiley & Sons, Ltd., Chichester, 2014. xxx+368 pp
work page 2014
-
[7]
D.J. Feng and Y. Wang, A class of self-affine sets and self-affine measures, J. Fourier Anal. Appl. 11 (2005), no. 1, 107–124
work page 2005
Show all 22 references
-
[9]
Fraser, On the packing dimension of box-like self-affine sets in the plane, Nonlinearity, 25 (2012), no
J.M. Fraser, On the packing dimension of box-like self-affine sets in the plane, Nonlinearity, 25 (2012), no. 7, 2075–2092
2012
-
[10]
Fraser, Assouad type dimensions and homogeneity of fractals, Trans
J.M. Fraser, Assouad type dimensions and homogeneity of fractals, Trans. Amer. Math. Soc. 366 (2014), no. 12, 6687–6733
2014
-
[11]
Fraser, On the Lq-spectrum of planar self-affine measures, Trans
J.M. Fraser, On the Lq-spectrum of planar self-affine measures, Trans. Amer. Math. Soc. 368 (2016), no. 8, 5579–5620
2016
-
[12]
Fraser, Assouad dimension and fractal geometry, Cambridge Tracts in Math., 222 Cambridge Uni- versity Press, Cambridge, 2021
J.M. Fraser, Assouad dimension and fractal geometry, Cambridge Tracts in Math., 222 Cambridge Uni- versity Press, Cambridge, 2021
2021
-
[13]
Fraser and N
J.M. Fraser and N. Jurga, The box dimensions of exceptional self-affine sets in R3, Adv. Math. 385 (2021), No. 107734
2021
-
[14]
Fraser and N
J.M. Fraser and N. Jurga, Box dimensions of (×m, ×n)-invariant sets, Indiana Univ. Math. J. 72 (2023), no. 6, 2341–2367. 24 HUA QIU, QI W ANG, AND SHUF ANG W ANG ∗
2023
-
[15]
Kenyon and Y
R. Kenyon and Y. Peres, Hausdorff dimensions of sofic affine-invariant sets, Israel J. Math. 94 (1996), 157–178
1996
-
[16]
Kolossv´ ary,The Lq spectrum of self-affine measures on sponges, J
I. Kolossv´ ary,The Lq spectrum of self-affine measures on sponges, J. London Math. Soc., 108 (2023), 666-701
2023
-
[17]
Lalley and D
S.P. Lalley and D. Gatzouras, Hausdorff and box dimensions of certain self-affine fractals, Indiana Univ. Math. J. 41 (1992), no. 2, 533–568
1992
-
[18]
Larman, A new theory of dimension, Proc
D.G. Larman, A new theory of dimension, Proc. London Math. Soc. (3) 17 (1967), 178– 192
1967
-
[19]
Ledrappier and P
F. Ledrappier and P. Walters, A relativised variational principle for continuous transformations, J. London Math. Soc. (2) 16 (1977), no. 3, 568–576
1977
-
[20]
Mackay, Assouad dimension of self-affine carpets, Conform
J.M. Mackay, Assouad dimension of self-affine carpets, Conform. Geom. Dyn. 15 (2011), 177–187
2011
-
[21]
McMullen, The Hausdorff dimension of general Sierpi´ nski carpets,Nagoya Math
C. McMullen, The Hausdorff dimension of general Sierpi´ nski carpets,Nagoya Math. J. 96 (1984), 1–9
1984
-
[22]
Olsen, Self-affine multifractal Sierpinski sponges in Rd, Pacific J
L. Olsen, Self-affine multifractal Sierpinski sponges in Rd, Pacific J. Math., 183 (1998), no. 1, 143-199. School of Mathematics, Nanjing University, Nanjing, 210093, P. R. China. Email address : huaqiu@nju.edu.cn School of Mathematics, Nanjing University, Nanjing, 210093, P. ...
1998
Reviewed August 12, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.