Fulman–Kaplan–Singhal–Warnaar conjecture on ranks of Sylow sandpile groups

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Let Gα(n,u)=G(n,⌈αn⌉,u)G_{\alpha}(n,u)=G(n,\lceil\alpha n\rceil,u) be the Erdős–Rényi random bipartite graph with edge probability uu, let SGα(n,u)S_{G_{\alpha}(n,u)} be its sandpile group, and let rank⁡((SGα(n,u))p)\operatorname{rank}((S_{G_{\alpha}(n,u)})_p) denote the rank of its Sylow pp-subgroup. For a real number qq, define

(x;q)i=(1−x)(1−xq)⋯(1−xqi−1),(x;q)∞=∏j=0∞(1−xqj).(x;q)_i=(1-x)(1-xq)\cdots(1-xq^{i-1}),\qquad (x;q)_\infty=\prod_{j=0}^{\infty}(1-xq^j).

Let pp be prime, 1p<α≤1\frac{1}{p}<\alpha\leq 1, and let rr be a nonnegative integer. Rank distribution conjecture. If pp is odd, then

lim⁡n→∞P[rank⁡((SGα(n,u))p)=r]=1(−p−1;p−1)∞p−(r+12)1(p−1;p−1)r.\lim_{n\to\infty}\mathbb{P}\big[\operatorname{rank}((S_{G_{\alpha}(n,u)})_p)=r\big]=\frac{1}{(-p^{-1};p^{-1})_\infty}p^{-\binom{r+1}{2}}\frac{1}{(p^{-1};p^{-1})_r}.

If p=2p=2, then

lim⁡n→∞P[rank⁡((SGα(n,u))2)=r]=1(−1;2−1)∞2−(r2)1(2−1;2−1)r.\lim_{n\to\infty}\mathbb{P}\big[\operatorname{rank}((S_{G_{\alpha}(n,u)})_2)=r\big]=\frac{1}{(-1;2^{-1})_\infty}2^{-\binom{r}{2}}\frac{1}{(2^{-1};2^{-1})_r}.

These formulas conjecture the limiting rank distributions of Sylow subgroups of sandpile groups of random bipartite graphs. The paper proves the odd-prime subgroup-distribution conjecture but does not state a resolution of this rank-distribution conjecture, so the rank formulas remain open.

References

Primary source

Deepesh Singhal, “Distribution of Sandpile groups of random bipartite graphs”, arXiv:2607.10056 (2026).

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