2023/06/02 by Artur Bille, Victor Matveevich Buchstaber, Bille, Artur +8 · 1 voice
Chemistry · Mathematics · #FOS: Mathematics #History and advancements in chemistry #Probability (math.PR) #Random Matrices and Applications #Spectral Theory (math.SP) #Stochastic processes and statistical mechanics #math.PR #math.SP
paper · pdf · doi:10.48550/arxiv.2306.01462
openalex publication_date 2023/06/02 · arxiv published 2023/06/02 · arxiv updated 2025/01/17 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
We analyse the numbers of closed paths of length k∈ℕ on two important regular lattices: the hexagonal lattice (also called graphene in chemistry) and its dual triangular lattice. These numbers form a moment sequence of specific random variables connected to the distance of a position of a planar random flight (in three steps) from the origin. Here, we refer to such a random variable as a random eigenvalue of the underlying lattice. Explicit formulas for the probability density and characteristic functions of these random eigenvalues are given for both the hexagonal and the triangular lattice. Furthermore, it is proven that both probability distributions can be approximated by a functional of the random variable uniformly distributed on increasing intervals [0,b] as b→∞. This yields a straightforward method to simulate these random eigenvalues without generating graphene and triangular lattice graphs. To demonstrate this approximation, we first prove a key integral identity for a specific series containing the third powers of the modified Bessel functions In of nth order, n∈ℤ. Such series play a crucial role in various contexts, in particular, in analysis, combinatorics, and theoretical physics.