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We present a recursive procedure to calculate the parameters of the recently introduced multicanonical ensemble and explore the approach for spin glasses. Temperature dependence of the energy, the entropy and other physical quantities are…

高能物理 - 格点 · 物理学 2009-01-23 Bernd A. Berg , Tarik Celik

We simulated the Edwards-Anderson Ising spin glass model in three dimensions via the recently proposed multicanonical ensemble. Physical quantities such as energy density, specific heat and entropy are evaluated at all temperatures. We…

凝聚态物理 · 物理学 2009-10-22 B. A. Berg , T. Celik , U. Hansmann

After developing an appropriate iteration procedure for the determination of the parameters, the method of simulated tempering has been successfully applied to the 2D Ising spin glass. The reduction of the slowing down is comparable to that…

凝聚态物理 · 物理学 2009-10-22 Werner Kerler , Peter Rehberg

We report a Monte Carlo simulation of the $2D$ Edwards-Anderson spin glass model within the recently introduced multicanonical ensemble. Replica on lattices of size $L^2$ up to $L=48$ are investigated. Once a true groundstate is found, we…

高能物理 - 格点 · 物理学 2015-06-25 B. A. Berg , T. Celik

In this micro-canonical simulation the temperature and also the specific heat are determined as averages of expressions easy to implement. The XY-chain is studied for a test. The second order transition on a cubic lattice and the first…

统计力学 · 物理学 2009-11-07 Wira B. Nurdin , Klaus-Dieter Schotte

We performed numerical simulations of 2D and 3D Edwards-Anderson spin glass models by using the recently developed multicanonical ensemble. Our ergodicity times increase with the lattice size approximately as $V^3$. The energy, entropy and…

凝聚态物理 · 物理学 2019-08-17 Tarik Celik , Ulrich H. E. Hansmann , Bernd Berg

We discuss multi-dimensional generalizations of multicanonical algorithm, simulated tempering, and replica-exchange method. We generalize the original potential energy function $E_0$ by adding any physical quantity $V$ of interest as a new…

统计力学 · 物理学 2008-10-08 Ayori Mitsutake , Yuko Okamoto

Numerical studies in random systems are plagued with strong finite-size effects and boundary effects. We introduce a window-measurement method as a practical solution to these difficulties. We observe physical quantities only within a…

无序系统与神经网络 · 物理学 2015-06-19 Tota Nakamura , Takayuki Shirakura

We consider a microcanonical local algorithm to be applied on the $\pm J$ spin glass model. We have compared the results coming from a microcanonical Monte Carlo simulation with those from a canonical one: Thermalization times, spin glass…

无序系统与神经网络 · 物理学 2009-10-31 J. J. Ruiz-Lorenzo , C. L. Ullod

Here I will review the theoretical results that have been obtained for spin glasses. I will concentrate my attention on the predictions of the mean field approach in three dimensional systems and on its numerical and experimental…

无序系统与神经网络 · 物理学 2009-11-13 Giorgio Parisi

We apply the method of gauge transformation to spin glasses under the microcanonical ensemble to study the possibility of ensemble inequivalence in systems with long-range interactions and quenched disorder. It is proved that all the…

无序系统与神经网络 · 物理学 2015-03-17 Hidetoshi Nishimori

Monte Carlo simulation with {\it a-priori} unknown weights have attracted recent attention and progress has been made in understanding (i) the technical feasibility of such simulations and (ii) classes of systems for which such simulations…

凝聚态物理 · 物理学 2011-04-15 Bernd A. Berg

Spin-glass systems are universal models for representing many-body phenomena in statistical physics and computer science. High quality solutions of NP-hard combinatorial optimization problems can be encoded into low energy states of…

无序系统与神经网络 · 物理学 2020-01-14 Gavin S. Hartnett , Masoud Mohseni

We consider a generic classical many particle system described by an autonomous Hamiltonian $H(x^{_1},...,x^{_{N+2}})$ which, in addition, has a conserved quantity $V(x^{_1},...,x^{_{N+2}})=v$, so that the Poisson bracket $\{H,V \}$…

统计力学 · 物理学 2015-05-18 Roberto Franzosi

In this paper, we introduce a dynamical Monte Carlo algorithm for spin models in which the number of the spins fluctuates from zero to a given number by addition and deletion of spins with a probabilistic rule. Such simulations are realized…

统计力学 · 物理学 2009-10-31 Yukito Iba

We review some recent results on finite dimensional spin glasses by studying recent numerical simulations and their relationship with experiments. In particular we will show results obtained at zero and non zero temperature, focusing in the…

凝聚态物理 · 物理学 2009-09-29 J. J. Ruiz-Lorenzo

We study the thermodynamic properties of the three-dimensional Blume-Capel model on the simple cubic lattice by means of computer simulations. In particular, we implement a parallelized variant of the multicanonical approach and perform…

统计力学 · 物理学 2015-03-19 Johannes Zierenberg , Nikolaos G. Fytas , Wolfhard Janke

In the general case of a many-body Hamiltonian system, described by an autonomous Hamiltonian $H$, and with $K\geq 0$ independent conserved quantities, we derive the microcanonical thermodynamics. By a simple approach, based on the…

统计力学 · 物理学 2015-06-04 Roberto Franzosi

We test the effectiveness of the multicanonical algorithm for the tertiary structure prediction of peptides and proteins. As a simple example we study Met-enkephalin. The lowest-energy conformation obtained agrees with that determined by…

凝聚态物理 · 物理学 2007-05-23 Ulrich H. E. Hansmann , Yuko Okamoto

The recently proposed strategy for studying the equilibrium thermodynamics of the glass phase using a molecular liquid is reviewed and tested in details on the solvable case of the $p$-spin model. We derive the general phase diagram, and…

凝聚态物理 · 物理学 2015-06-25 Marc Mezard
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