Solar energy paper index

Universal probability bounds for partial Latin squares

2026-06-16 · arXiv: 2606.18174

One-line summary

A solar energy research paper on Universal probability bounds for partial Latin squares.

Engineering notes

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Chinese explanation / 中文解读

中文解读待补充:本站会优先为光伏效率、钙钛矿太阳能电池、储能技术、太阳能热利用、BIPV、并网技术等高价值论文补充中文说明。

Original abstract

This paper studies the probability of substructures occurring in random Latin squares. Our main result states that if $α,β>0$ are such that $2α+β<1$, then there are positive constants $δ= δ(α, β)$ and $Δ= Δ(α, β)$ such that if $P$ is a partial Latin square of order $n$ with $k = k(n)$ non-empty cells occupying at most $αn$ rows and $βn$ columns, the probability that a random Latin square of order $n$ contains $P$ lies between $(δ/n)^k$ and $(Δ/n)^k$. We apply this result to subsquares in random Latin squares to obtain the first proof of the fact that the expected number of subsquares of order $3$ in a random Latin square of order $n$ is non-vanishing as $n \to \infty$. We are also able to provide the best known asymptotics for the expected number of subsquares of order $a$ in a random Latin square of order $n$ when $2<a=o(n^{1/2})$. Finally, we discuss the implications of our result on other configurations in random Latin squares as well as on completions of partial Latin squares.

5.0Engineering value
7.0Research novelty
4.0Business relevance

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