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We study Ising spin models on finitely connected random interaction graphs which are drawn from an ensemble in which not only the degree distribution $p(k)$ can be chosen arbitrarily, but which allows for further fine-tuning of the topology…

无序系统与神经网络 · 物理学 2009-11-13 C. J. Perez-Vicente , A. C. C. Coolen

We study a family of diluted attractor neural networks with a finite average number of (symmetric) connections per neuron. As in finite connectivity spin glasses, their equilibrium properties are described by order parameter functions, for…

无序系统与神经网络 · 物理学 2009-11-10 B. Wemmenhove , A. C. C. Coolen

We define a replica field theory describing finite dimensional site disordered spin systems by introducing the notion of grand canonical disorder, where the number of spins in the system is random but quenched. A general analysis of this…

无序系统与神经网络 · 物理学 2009-10-28 David Dean , David Lancaster

We describe random loop models and their relations to a family of quantum spin systems on finite graphs. The family includes spin 1/2 Heisenberg models with possibly anisotropic spin interactions and certain spin 1 models with…

数学物理 · 物理学 2013-08-23 Daniel Ueltschi

Systems of interacting random replicators are studied using generating functional techniques. While replica analyses of such models are limited to systems with symmetric couplings, dynamical approaches as presented here allow specifically…

无序系统与神经网络 · 物理学 2009-11-11 Tobias Galla

We present a new method to solve the dynamics of disordered spin systems on finite time-scales. It involves a closed driven diffusion equation for the joint spin-field distribution, with time-dependent coefficients described by a dynamical…

凝聚态物理 · 物理学 2009-10-28 A. C. C. Coolen , S. N. Laughton , D. Sherrington

In this paper, we show that a system of localized particles, satisfying the Fermi statistics and subject to finite-range interactions, can be exactly solved in any dimension. In fact, in this case it is always possible to find a finite…

强关联电子 · 物理学 2007-05-23 Ferdinando Mancini

In this paper, we propose several models, which can realize synchronization of complex networks in finite time effectively. The results apply to heterogeneous dynamic networks, too. The mechanism of finite time convergence is revealed.…

适应与自组织系统 · 物理学 2021-03-03 Wenlian Lu , Xiwei Liu , Tianping Chen

We generalize the Matrix Product States method using the chiral vertex operators of Conformal Field Theory and apply it to study the ground states of the XXZ spin chain, the J1-J2 model and random Heisenberg models. We compute the overlap…

统计力学 · 物理学 2013-05-29 J. Ignacio Cirac , German Sierra

We study the stochastic dynamics of Ising spin models with random bonds, interacting on finitely connected Poissonnian random graphs. We use the dynamical replica method to derive closed dynamical equations for the joint spin-field…

无序系统与神经网络 · 物理学 2009-11-13 A. Mozeika , A. C. C. Coolen

Methods for understanding classical disordered spin systems with interactions conforming to some idealized graphical structure are well developed. The equilibrium properties of the Sherrington-Kirkpatrick model, which has a densely…

无序系统与神经网络 · 物理学 2013-05-29 Jack Raymond , David Saad

In this paper, we study the thermodynamic properties of a system of $D$-components classical Heisenberg spins lying on the vertices of a random regular graph, with an unconventional first neighbor non-random interaction $J(\mathbf{S}_i\cdot…

无序系统与神经网络 · 物理学 2017-02-15 Francesco Concetti

We present a finite-order system of recurrence relations for a permanent of circulant matrices containing a band of k any-value diagonals on top of a uniform matrix (for k = 1, 2, and 3) as well as the method for deriving such recurrence…

We construct a unified semiclassical theory of charge and spin transport in chaotic ballistic and disordered diffusive mesoscopic systems with spin-orbit interaction. Neglecting dynamic effects of spin-orbit interaction, we reproduce the…

介观与纳米尺度物理 · 物理学 2015-05-19 I. Adagideli , Ph. Jacquod , M. Scheid , M. Duckheim , D. Loss , K. Richter

We study canonical-equilibrium properties of Random Field $O(n)$ Models involving classical continuous vector spins of $n$ components with mean-field interactions and subject to disordered fields acting on individual spins. To this end, we…

统计力学 · 物理学 2025-08-07 Soumya Kanti Pal , Shamik Gupta

We present a new field theoretic approach for finite dimensional site disordered spin systems by introducing the notion of grand canonical disorder, where the number of spins in the system is random but quenched. We analyze this field…

无序系统与神经网络 · 物理学 2009-10-28 David S. Dean , David Lancaster

A mean field spherical model with random couplings between pairs, quartets, and possibly higher multiplets of spins is considered. It has the same critical behavior as the Sherrington-Kirkpatrick model. It thus exhibits replica symmetry…

凝聚态物理 · 物理学 2009-10-22 Th. M. Nieuwenhuizen

Using analytic and numerical methods, we study a $2d$ Hamiltonian model of interacting particles carrying ferro-magnetically coupled continuous spins which are also locally coupled to their own velocities. This model has been characterised…

统计力学 · 物理学 2020-05-14 Mathias Casiulis , Marco Tarzia , Leticia F. Cugliandolo , Olivier Dauchot

Properties of a given symmetry group G are very important in investigation of a physical system invariant under its action. In the case of finite spin systems (magnetic rings, some planar macromolecules) the symmetry group is isomorphic…

介观与纳米尺度物理 · 物理学 2007-05-23 S. Buckiewicz , L. Dȩbski , W. Florek

We solve exactly the general one-dimensional $O(N)$-invariant spin model taking values in the sphere $S^{N-1}$, with nearest-neighbor interactions, in finite volume with periodic boundary conditions, by an expansion in hyperspherical…

高能物理 - 格点 · 物理学 2015-06-25 Attilio Cucchieri , Tereza Mendes , Andrea Pelissetto , Alan D. Sokal
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