Binomial Spin Glass.
@article{Vaezi2018BinomialSG, title={Binomial Spin Glass.}, author={Mohammad-Sadegh Vaezi and Gerardo Rodr{\'i}guez Ort{\'i}z and Martin Weigel and Zohar Nussinov}, journal={Physical review letters}, year={2018}, volume={121 8}, pages={ 080601 } }
To establish a unified framework for studying both discrete and continuous coupling distributions, we introduce the binomial spin glass, a class of models where the couplings are sums of m identically distributed Bernoulli random variables. In the continuum limit m→∞, the class reduces to one with Gaussian couplings, while m=1 corresponds to the ±J spin glass. We demonstrate that for short-range Ising models on d-dimensional hypercubic lattices the ground-state entropy density for N spins is…
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References
SHOWING 1-10 OF 156 REFERENCES
Domain-wall excitations in the two-dimensional Ising spin glass
- Mathematics
- 2018
The Ising spin glass in two dimensions exhibits rich behavior with subtle differences in the scaling for different coupling distributions. We use recently developed mappings to graph-theoretic…
The Thermodynamic Limit in Mean Field Spin Glass Models
- Mathematics
- 2002
Abstract: We present a simple strategy in order to show the existence and uniqueness of the infinite volume limit of thermodynamic quantities, for a large class of mean field disordered models, as…
Chaotic nature of the spin-glass phase.
- PhysicsPhysical review letters
- 1987
There is no hidden order pattern for spin glasses at all T less than T(C), the ordered-phase spin correlations being chaotic functions of spin separation at fixed temperature or of temperature at scale lengths L greater than (T delta T) exp -1/zeta.
Stiffness exponents for lattice spin glasses in dimensions $\mathsf{d = 3,\ldots,6}$
- Physics
- 2003
Abstract.The stiffness exponents in the glass phase for lattice spin glasses in dimensions $d = 3,\ldots,6$ are determined. To this end, we consider bond-diluted lattices near the T = 0 glass…
Critical thermodynamics of the two-dimensional +/-J Ising spin glass.
- PhysicsPhysical review letters
- 2004
The exact partition function of 2d Ising spin glasses with binary couplings is computed, finding that the low temperature specific heat density scales as exp(-2J/T), corresponding to an "effective" gap of size 2J; in addition, an associated crossover length scale grows as exp( J/T).
Robust Topological Degeneracy of Classical Theories
- Physics, Mathematics
- 2016
We challenge the hypothesis that the ground states of a physical system whose degeneracy depends on topology must necessarily realize topological quantum order and display non-local entanglement. To…
Exact integer algorithm for the two-dimensional +/-J Ising spin glass.
- PhysicsPhysical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
- 1993
An exact integer algorithm to compute the partition function of a two-dimensional ±J Ising spin glass given a set of quenched random bonds is described and the density of states is returned as a function of energy.
Are There Incongruent Ground States in 2D Edwards–Anderson Spin Glasses?
- Mathematics
- 2001
Abstract: We present a detailed proof of a previously announced result [1] supporting the absence of multiple (incongruent) ground state pairs for 2D Edwards–Anderson spin glasses (with zero external…
On the computational complexity of Ising spin glass models
- Computer Science
- 1982
In a spin glass with Ising spins, the problems of computing the magnetic partition function and finding a ground state are studied and are shown to belong to the class of NP-hard problems, both in the two-dimensional case within a magnetic field, and in the three-dimensional cases.
Theory of spin glasses
- Physics
- 1975
A new theory of the class of dilute magnetic alloys, called the spin glasses, is proposed which offers a simple explanation of the cusp found experimentally in the susceptibility. The argument is…