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We study the top Lyapunov exponents of random products of positive $2 \times 2$ matrices and obtain an efficient algorithm for its computation. As in the earlier work of Pollicott, the algorithm is based on the Fredholm theory of…

动力系统 · 数学 2020-01-08 Natalia Jurga , Ian Morris

For any family of $N\times N$ random matrices $(\mathbf{A}_k)_{k\in K}$ which is invariant, in law, under unitary conjugation, we give general sufficient conditions for central limit theorems for random variables of the type…

概率论 · 数学 2017-03-01 Florent Benaych-Georges , Guillaume Cébron , Jean Rochet

We investigate the product of $n$ complex non-Hermitian, independent random matrices, each of size $N\times N$ in the class of elliptic matrices, with independent identically distributed entries. The joint probability distribution of the…

概率论 · 数学 2016-01-28 Mohamed Bouali

The law of the iterated logarithm (LIL) for the time-homogeneous Markov process with a unique invariant measure characterizes the almost sure maximum possible fluctuation of time averages around the ergodic limit. Whether a numerical…

数值分析 · 数学 2025-11-10 Chuchu Chen , Xinyu Chen , Jialin Hong

A recent breakthrough in the theory of (type A) Macdonald polynomials is due to Haglund, Haiman and Loehr, who exhibited a combinatorial formula for these polynomials in terms of a pair of statistics on fillings of Young diagrams. The…

组合数学 · 数学 2010-05-31 Cristian Lenart

We study a discrete-time interacting particle system with continuous state space which is motivated by a mathematical model for turnover through branching in actin filament networks. It gives rise to transient clusters reminiscent of actin…

概率论 · 数学 2024-10-01 Cecilia González-Tokman , Dietmar B. Oelz

We construct explicit invariant measures for a family of infinite products of random, independent, identically-distributed elements of SL(2,C). The matrices in the product are such that one entry is gamma-distributed along a ray in the…

数学物理 · 物理学 2007-05-23 Jens Marklof , Yves Tourigny , Lech Wolowski

Spatial persistent large deviations probability of surface growth processes governed by the Edwards-Wilkinson dynamics, $P_x(x,s)$, with $-1 \leq s \leq 1$ is mapped isomorphically onto the temporal persistent large deviations probability…

统计力学 · 物理学 2007-05-23 M. Constantin , S. Das Sarma

We consider the spectral form factor of random unitary matrices as well as of Floquet matrices of kicked tops. For a typical matrix the time dependence of the form factor looks erratic; only after a local time average over a suitably large…

chao-dyn · 物理学 2009-10-31 Fritz Haake , Hans-Juergen Sommers , Joachim Weber

Consider an N-dimensional Markov chain obtained from N one-dimensional random walks by Doob h-transform with the q-Vandermonde determinant. We prove that as N becomes large, these Markov chains converge to an infinite-dimensional Feller…

概率论 · 数学 2014-10-03 Alexei Borodin , Vadim Gorin

Consider a strong Markov process in continuous time, taking values in some Polish state space. Recently, Douc, Fort and Guillin (2009) introduced verifiable conditions in terms of a supermartingale property implying an explicit control of…

概率论 · 数学 2011-09-21 Eva Loecherbach , Dasha Loukianova

We introduce an exact mapping of Clifford (stabilizer) random tensor networks (RTNs) and monitored quantum circuits, onto a statistical mechanics model. With Haar unitaries, the fundamental degrees of freedom ('spins') are permutations…

统计力学 · 物理学 2025-04-18 Yaodong Li , Romain Vasseur , Matthew P. A. Fisher , Andreas W. W. Ludwig

We use the well-known isomorphism between operator algebras and function spaces equipped with a star product to study the asymptotic properties of certain matrix sequences in which the matrix dimension $D$ tends to infinity. Our approach is…

数学物理 · 物理学 2015-06-05 J. N. Kriel , F. G. Scholtz

We study a class of Markov chains that model the evolution of a quantum system subject to repeated measurements. Each Markov chain in this class is defined by a measure on the space of matrices. It is then given by a random product of…

概率论 · 数学 2017-04-03 Tristan Benoist , Martin Fraas , Yan Pautrat , Clément Pellegrini

We investigate the problem of computing tensor product multiplicities for complex semisimple Lie algebras. Even though computing these numbers is #P-hard in general, we show that if the rank of the Lie algebra is assumed fixed, then there…

表示论 · 数学 2016-09-07 Jesús A. De Loera , Tyrrell B. McAllister

We consider a class of random quantum circuits where at each step a gate from a universal set is applied to a random pair of qubits, and determine how quickly averages of arbitrary finite-degree polynomials in the matrix elements of the…

量子物理 · 物理学 2015-05-14 Winton G. Brown , Lorenza Viola

In Achlioptas processes, starting from an empty graph, in each step two potential edges are chosen uniformly at random, and using some rule one of them is selected and added to the evolving graph. The evolution of the rescaled size of the…

概率论 · 数学 2022-06-01 Oliver Riordan , Lutz Warnke

Consider the product $G_{n}=g_{n} ... g_{1}$ of the random matrices $g_{1},...,g_{n}$ in $GL(d,\mathbb{R}) $ and the random process $ G_{n}v=g_{n}... g_{1}v$ in $\mathbb{R}^{d}$ starting at point $v\in \mathbb{R}^{d}\smallsetminus \{0\} .$…

概率论 · 数学 2024-12-23 Ion Grama , Emile Le Page , Marc Peigné

In this manuscript, we study the limiting distribution for the joint law of the largest and the smallest singular values for random circulant matrices with generating sequence given by independent and identically distributed random elements…

概率论 · 数学 2023-05-05 Gerardo Barrera , Paulo Manrique-Mirón

We study various classes of random processes defined on the regular tree $T_d$ that are invariant under the automorphism group of $T_d$. Most important ones are factor of i.i.d. processes (randomized local algorithms), branching Markov…

概率论 · 数学 2015-07-28 Ágnes Backhausz , Balázs Szegedy