Macroscopic Degeneracy and FSS at 1st Order Phase Transitions

Size: px
Start display at page:

Download "Macroscopic Degeneracy and FSS at 1st Order Phase Transitions"

Transcription

1 Macroscopic Degeneracy and FSS at 1st Order Phase Transitions Marco Mueller (hero), Wolfhard Janke (good guy), Des Johnston (villain) Krakow, Oct 2015 Mueller, Janke, Johnston Degeneracy/FSS 1/22

2 Plan of talk Standard 1st order FSS A Problem with 1st order FSS for a plaquette 3D Ising model A solution Mueller, Janke, Johnston Degeneracy/FSS 2/22

3 First and Second Order Transitions First order - discontinuities in magnetization, energy (latent heat) Second order - divergences in specific heat, susceptibility Mueller, Janke, Johnston Degeneracy/FSS 3/22

4 The q-state Potts model Hamiltonian H q = ij δ σi,σ j Evaluate the partition function, derivatives give observables Z(β) = {σ} exp( βh q ) Mueller, Janke, Johnston Degeneracy/FSS 4/22

5 1st Order FSS: Heuristic two-phase model A fraction W o in q ordered phase(s), energy e o A fraction W d = 1 W o in disordered phase, energy e d Ignore transits Mueller, Janke, Johnston Degeneracy/FSS 5/22

6 1st Order FSS: Energy moments Energy moments become e n = W o e n o + (1 W o )e n d And the specific heat then reads: C V (β, L) = L d β 2 ( e 2 e 2) = L d β 2 W o (1 W o ) e 2 Max of C max V = L d (β e/2) 2 at W o = W d = 0.5 Volume scaling Mueller, Janke, Johnston Degeneracy/FSS 6/22

7 1st Order FSS: Specific Heat peak shift Probability of being in any of the states W o q exp( βl d f o ), W d q exp( βl d f d ) Take logs, expand around β ln(w o /W d ) = ln q + βl d (f d f o ) = ln q + L d e(β β ) Solve for specific heat peak W o = W d, ln(w o /W d ) = 0 β Cmax V (L) = β ln q L d e +... Mueller, Janke, Johnston Degeneracy/FSS 7/22

8 1st Order FSS: summary Peaks grow as L d Critical points shift as 1/L d Except Fixed boundaries (1/L leading term) Z(β) = [ e β(ld f d +L d 1 f o) + qe β(ld f o+l d 1 f d ) ] [1 +...] Mueller, Janke, Johnston Degeneracy/FSS 8/22

9 A 3D Plaquette Ising model 3D cubic lattice, spins on vertices H = σ i σ j σ k σ l One parameter family of Gonihedric Ising models (Savvidy, Wegner) H κ = 2κ i,j σ i σ j + κ 2 i,j κ = 0 strong 1st order transition σ i σ j 1 κ 2 σ i σ j σ k σ l Mueller, Janke, Johnston Degeneracy/FSS 9/22

10 The Gonihedric action Savvidy Gonihedric action S = ij X µ (i) X µ (j) θ ij θ ij = π α ij X i Gonia: angle Hedra: face α ij X j Mueller, Janke, Johnston Degeneracy/FSS 10/22

11 The Dual An anisotropically coupled Ashkin-Teller model H dual = 1 σ i σ j 1 τ i τ j 1 σ i σ j τ i τ j, ij x ij y ij z Standard duality relation tanh β = e 2β Mueller, Janke, Johnston Degeneracy/FSS 11/22

12 The Problem High precision multicanonical simulation, determine critical point(s) L = , periodic bc, 1/L 3 fits - a nice exercise for a PhD student (Marco) Original model: β = (30) Dual model: βdual = (19) β = (11) Estimates are about 30 error bars apart Mueller, Janke, Johnston Degeneracy/FSS 12/22

13 The one slide about simulation methods Multicanonical histograms Mueller, Janke, Johnston Degeneracy/FSS 13/22

14 The Solution Blame the student Incorrect, try again What is special about plaquette model? Mueller, Janke, Johnston Degeneracy/FSS 14/22

15 Groundstates: Plaquette Persists into low temperature phase: degeneracy 2 3L Mueller, Janke, Johnston Degeneracy/FSS 15/22

16 Groundstates: Dual (a) (b) (c) (d) σ τ στ Dual degeneracy Mueller, Janke, Johnston Degeneracy/FSS 16/22

17 Ground state Mueller, Janke, Johnston Degeneracy/FSS 17/22

18 1st Order FSS with Exponential Degeneracy Normally q is constant Suppose instead q e L becomes β Cmax V (L) = β ln q L d e +... β Cmax V (L) = β 1 L d 1 e +... Mueller, Janke, Johnston Degeneracy/FSS 18/22

19 FSS Plaquette Hamiltonian fits Dual Hamiltonian fits β β Cmax V = (11) β Bmin = (7) β eqw = (11) p e L = 13 β eqh = (14) L β β Cmax V = (15) β Bmin = (12) β eqw = (15) p e L = 12 β eqh = (16) L 2 Mueller, Janke, Johnston Degeneracy/FSS 19/22

20 Quality of fits L max L max β C max V β +a/l 3 β +a/l L min L max L max β Bmin β +a/l 3 β +a/l L min Q Forcing a fit to 1/L 3 gives much poorer quality Mueller, Janke, Johnston Degeneracy/FSS 20/22

21 Conclusions Standard 1st order FSS: 1/L 3 corrections in 3D Fixed BC: 1/L (surface tension) Exponential degeneracy: 1/L 2 in 3D Quantum case? Mueller, Janke, Johnston Degeneracy/FSS 21/22

22 References G.K. Savvidy and F.J. Wegner, Nucl. Phys. B 413, 605 (1994). Y. Hashizume and M. Suzuki, Int. J. Mod. Phys. B 25 (2011) 73. M. Mueller, W. Janke and D. A. Johnston, Phys. Rev. Lett. 112 (2014) M. Mueller, D. A. Johnston and W. Janke, Nucl. Phys. B 888 (2014) 214; Nucl. Phys. B 894 (2015) 1. Mueller, Janke, Johnston Degeneracy/FSS 22/22

Non-standard finite-size scaling at first-order phase transitions

Non-standard finite-size scaling at first-order phase transitions Non-standard finite-size scaling at first-order phase transitions Marco Mueller, Wolfhard Janke, Des Johnston Coventry MECO39, April 2014 Mueller, Janke, Johnston Non-Standard First Order 1/24 Plan of

More information

The Gonihedric Ising Models: Order parameter(s)

The Gonihedric Ising Models: Order parameter(s) The Gonihedric Ising Models: Order parameter(s) Roll of Honour: G. Savvidy (and sons) F. Wegner T. Jonsson B. Durhuus D. Espriu A. Prats R.K.P.C. Malmini A. Lipowski M. Suzuki E. Cirillo G. Gonnella C.

More information

arxiv: v1 [cond-mat.stat-mech] 30 Nov 2016

arxiv: v1 [cond-mat.stat-mech] 30 Nov 2016 EPJ manuscript No. (will be inserted by the editor) Plaquette Ising models, degeneracy and scaling arxiv:1612.00060v1 [cond-mat.stat-mech] 30 Nov 2016 Desmond A. Johnston 1,a, Marco Mueller 2,b, and Wolfhard

More information

Plaquette Ising models, degeneracy and scaling

Plaquette Ising models, degeneracy and scaling Eur. Phys. J. Special Topics 226, 749 764 (2017) The Author(s) 2017 DOI: 10.1140/epjst/e2016-60329-4 THE EUROPEAN PHYSICAL JOURNAL SPECIAL TOPICS Review Plaquette Ising models, degeneracy and scaling Desmond

More information

Modern Physics Letters B Macroscopic Degeneracy and Order in the $3d$ Plaquette Ising Model

Modern Physics Letters B Macroscopic Degeneracy and Order in the $3d$ Plaquette Ising Model Modern Physics Letters B Macroscopic Degeneracy and Order in the $3d$ Plaquette Ising Model --Manuscript Draft-- Manuscript Number: Full Title: Article Type: Section/Category: Keywords: Corresponding Author:

More information

Exact solutions to plaquette Ising models with free and periodic boundaries

Exact solutions to plaquette Ising models with free and periodic boundaries Exact solutions to plaquette Ising models with free and periodic boundaries Marco Mueller 1 W. Janke 1 and D. A. Johnston 2 1 Institut für theoretische Physik, Universität Leipzig, Germany 2 Department

More information

arxiv: v1 [cond-mat.stat-mech] 1 Jun 2011

arxiv: v1 [cond-mat.stat-mech] 1 Jun 2011 Another Dual Gonihedric 3D Ising Model arxiv:1106.035v1 [cond-mat.stat-mech] 1 Jun 011 D. A. Johnston Dept. of Mathematics, Heriot-Watt University, Riccarton,Edinburgh, EH14 4AS, Scotland R. P. K. C. M.

More information

arxiv: v2 [cond-mat.stat-mech] 19 Feb 2015

arxiv: v2 [cond-mat.stat-mech] 19 Feb 2015 Planar ordering in the plaquette-only gonihedric Ising model Marco Mueller a, Wolfhard Janke a, Desmond A. Johnston b, a Institut für Theoretische Physik, Universität Leipzig, Postfach 100 920, D-04009

More information

VI.D Self Duality in the Two Dimensional Ising Model

VI.D Self Duality in the Two Dimensional Ising Model VI.D Self Duality in the Two Dimensional Ising Model Kramers and Wannier discovered a hidden symmetry that relates the properties of the Ising model on the square lattice at low and high temperatures.

More information

A New Method to Determine First-Order Transition Points from Finite-Size Data

A New Method to Determine First-Order Transition Points from Finite-Size Data A New Method to Determine First-Order Transition Points from Finite-Size Data Christian Borgs and Wolfhard Janke Institut für Theoretische Physik Freie Universität Berlin Arnimallee 14, 1000 Berlin 33,

More information

VI.D Self Duality in the Two Dimensional Ising Model

VI.D Self Duality in the Two Dimensional Ising Model VI.D Self Duality in the Two Dimensional Ising Model Kramers and Wannier discovered a hidden symmetry that relates the properties of the Ising model on the square lattice at low and high temperatures.

More information

Exact solutions to plaquette Ising models with free and periodic boundaries arxiv: v5 [cond-mat.stat-mech] 9 Nov 2016

Exact solutions to plaquette Ising models with free and periodic boundaries arxiv: v5 [cond-mat.stat-mech] 9 Nov 2016 Exact solutions to plaquette Ising models with free and periodic boundaries arxiv:1601.03997v5 [cond-mat.stat-mech] 9 Nov 2016 Marco Mueller a, Desmond A. Johnston b, Wolfhard Janke a a Institut für Theoretische

More information

Metropolis Monte Carlo simulation of the Ising Model

Metropolis Monte Carlo simulation of the Ising Model Metropolis Monte Carlo simulation of the Ising Model Krishna Shrinivas (CH10B026) Swaroop Ramaswamy (CH10B068) May 10, 2013 Modelling and Simulation of Particulate Processes (CH5012) Introduction The Ising

More information

WORLD SCIENTIFIC (2014)

WORLD SCIENTIFIC (2014) WORLD SCIENTIFIC (2014) LIST OF PROBLEMS Chapter 1: Magnetism of Free Electrons and Atoms 1. Orbital and spin moments of an electron: Using the theory of angular momentum, calculate the orbital

More information

VI. Series Expansions

VI. Series Expansions VI. Series Expansions VI.A Low-temperature expansions Lattice models can also be studied by series expansions. Such expansions start with certain exactly solvable limits, and typically represent perturbations

More information

Physics 127b: Statistical Mechanics. Second Order Phase Transitions. The Ising Ferromagnet

Physics 127b: Statistical Mechanics. Second Order Phase Transitions. The Ising Ferromagnet Physics 127b: Statistical Mechanics Second Order Phase ransitions he Ising Ferromagnet Consider a simple d-dimensional lattice of N classical spins that can point up or down, s i =±1. We suppose there

More information

Improvement of Monte Carlo estimates with covariance-optimized finite-size scaling at fixed phenomenological coupling

Improvement of Monte Carlo estimates with covariance-optimized finite-size scaling at fixed phenomenological coupling Improvement of Monte Carlo estimates with covariance-optimized finite-size scaling at fixed phenomenological coupling Francesco Parisen Toldin Max Planck Institute for Physics of Complex Systems Dresden

More information

Criticality in topologically ordered systems: a case study

Criticality in topologically ordered systems: a case study Criticality in topologically ordered systems: a case study Fiona Burnell Schulz & FJB 16 FJB 17? Phases and phase transitions ~ 194 s: Landau theory (Liquids vs crystals; magnets; etc.) Local order parameter

More information

Generalized Ensembles: Multicanonical Simulations

Generalized Ensembles: Multicanonical Simulations Generalized Ensembles: Multicanonical Simulations 1. Multicanonical Ensemble 2. How to get the Weights? 3. Example Runs and Re-Weighting to the Canonical Ensemble 4. Energy and Specific Heat Calculation

More information

8.334: Statistical Mechanics II Spring 2014 Test 3 Review Problems

8.334: Statistical Mechanics II Spring 2014 Test 3 Review Problems 8.334: Statistical Mechanics II Spring 014 Test 3 Review Problems The test is closed book, but if you wish you may bring a one-sided sheet of formulas. The intent of this sheet is as a reminder of important

More information

Statistical description of magnetic domains in the Ising model

Statistical description of magnetic domains in the Ising model arxiv:0804.3522v1 [cond-mat.stat-mech] 22 Apr 2008 Statistical description of magnetic domains in the Ising model K. Lukierska-Walasek Institute of Physics University of Zielona Góra ul. Z. Szafrana 4a,

More information

Monte Carlo study of the Baxter-Wu model

Monte Carlo study of the Baxter-Wu model Monte Carlo study of the Baxter-Wu model Nir Schreiber and Dr. Joan Adler Monte Carlo study of the Baxter-Wu model p.1/40 Outline Theory of phase transitions, Monte Carlo simulations and finite size scaling

More information

Persistence in Random Bond Ising Models of a Socio-Econo Dynamics in High Dimensions. Abstract

Persistence in Random Bond Ising Models of a Socio-Econo Dynamics in High Dimensions. Abstract Persistence in Random Bond Ising Models of a Socio-Econo Dynamics in High Dimensions S. Jain arxiv:physics/0610160v1 [physics.soc-ph] 20 Oct 2006 Information Engineering, The Neural Computing Research

More information

Ising Lattice Gauge Theory with a Simple Matter Field

Ising Lattice Gauge Theory with a Simple Matter Field Ising Lattice Gauge Theory with a Simple Matter Field F. David Wandler 1 1 Department of Physics, University of Toronto, Toronto, Ontario, anada M5S 1A7. (Dated: December 8, 2018) I. INTRODUTION Quantum

More information

Low T scaling behavior of 2D disordered and frustrated models

Low T scaling behavior of 2D disordered and frustrated models Low T scaling behavior of 2D disordered and frustrated models Enzo Marinari (Roma La Sapienza, Italy) A. Galluccio, J. Lukic, E.M., O. C. Martin and G. Rinaldi, Phys. Rev. Lett. 92 (2004) 117202. Additional

More information

The Ising model Summary of L12

The Ising model Summary of L12 The Ising model Summary of L2 Aim: Study connections between macroscopic phenomena and the underlying microscopic world for a ferromagnet. How: Study the simplest possible model of a ferromagnet containing

More information

Topological defects and its role in the phase transition of a dense defect system

Topological defects and its role in the phase transition of a dense defect system Topological defects and its role in the phase transition of a dense defect system Suman Sinha * and Soumen Kumar Roy Depatrment of Physics, Jadavpur University Kolkata- 70003, India Abstract Monte Carlo

More information

Potts And XY, Together At Last

Potts And XY, Together At Last Potts And XY, Together At Last Daniel Kolodrubetz Massachusetts Institute of Technology, Center for Theoretical Physics (Dated: May 16, 212) We investigate the behavior of an XY model coupled multiplicatively

More information

(a) What are the probabilities associated with finding the different allowed values of the z-component of the spin after time T?

(a) What are the probabilities associated with finding the different allowed values of the z-component of the spin after time T? 1. Quantum Mechanics (Fall 2002) A Stern-Gerlach apparatus is adjusted so that the z-component of the spin of an electron (spin-1/2) transmitted through it is /2. A uniform magnetic field in the x-direction

More information

Phase transitions beyond the Landau-Ginzburg theory

Phase transitions beyond the Landau-Ginzburg theory Phase transitions beyond the Landau-Ginzburg theory Yifei Shi 21 October 2014 1 Phase transitions and critical points 2 Laudau-Ginzburg theory 3 KT transition and vortices 4 Phase transitions beyond Laudau-Ginzburg

More information

Monte Carlo and cold gases. Lode Pollet.

Monte Carlo and cold gases. Lode Pollet. Monte Carlo and cold gases Lode Pollet lpollet@physics.harvard.edu 1 Outline Classical Monte Carlo The Monte Carlo trick Markov chains Metropolis algorithm Ising model critical slowing down Quantum Monte

More information

Spontaneous Symmetry Breaking

Spontaneous Symmetry Breaking Spontaneous Symmetry Breaking Second order phase transitions are generally associated with spontaneous symmetry breaking associated with an appropriate order parameter. Identifying symmetry of the order

More information

Directional Ordering in the Classical Compass Model in Two and Three Dimensions

Directional Ordering in the Classical Compass Model in Two and Three Dimensions Institut für Theoretische Physik Fakultät für Physik und Geowissenschaften Universität Leipzig Diplomarbeit Directional Ordering in the Classical Compass Model in Two and Three Dimensions vorgelegt von

More information

S j H o = gµ o H o. j=1

S j H o = gµ o H o. j=1 LECTURE 17 Ferromagnetism (Refs.: Sections 10.6-10.7 of Reif; Book by J. S. Smart, Effective Field Theories of Magnetism) Consider a solid consisting of N identical atoms arranged in a regular lattice.

More information

Ernst Ising. Student of Wilhelm Lenz in Hamburg. PhD Thesis work on linear chains of coupled magnetic moments. This is known as the Ising model.

Ernst Ising. Student of Wilhelm Lenz in Hamburg. PhD Thesis work on linear chains of coupled magnetic moments. This is known as the Ising model. The Ising model Ernst Ising May 10, 1900 in Köln-May 11 1998 in Peoria (IL) Student of Wilhelm Lenz in Hamburg. PhD 1924. Thesis work on linear chains of coupled magnetic moments. This is known as the

More information

Multicanonical methods

Multicanonical methods Multicanonical methods Normal Monte Carlo algorithms sample configurations with the Boltzmann weight p exp( βe). Sometimes this is not desirable. Example: if a system has a first order phase transitions

More information

Interface tension of the 3d 4-state Potts model using the Wang-Landau algorithm

Interface tension of the 3d 4-state Potts model using the Wang-Landau algorithm Interface tension of the 3d 4-state Potts model using the Wang-Landau algorithm CP3-Origins and the Danish Institute for Advanced Study DIAS, University of Southern Denmark, Campusvej 55, DK-5230 Odense

More information

Introduction to Phase Transitions in Statistical Physics and Field Theory

Introduction to Phase Transitions in Statistical Physics and Field Theory Introduction to Phase Transitions in Statistical Physics and Field Theory Motivation Basic Concepts and Facts about Phase Transitions: Phase Transitions in Fluids and Magnets Thermodynamics and Statistical

More information

Scaling Theory. Roger Herrigel Advisor: Helmut Katzgraber

Scaling Theory. Roger Herrigel Advisor: Helmut Katzgraber Scaling Theory Roger Herrigel Advisor: Helmut Katzgraber 7.4.2007 Outline The scaling hypothesis Critical exponents The scaling hypothesis Derivation of the scaling relations Heuristic explanation Kadanoff

More information

Lecture 8: Computer Simulations of Generalized Ensembles

Lecture 8: Computer Simulations of Generalized Ensembles Lecture 8: Computer Simulations of Generalized Ensembles Bernd A. Berg Florida State University November 6, 2008 Bernd A. Berg (FSU) Generalized Ensembles November 6, 2008 1 / 33 Overview 1. Reweighting

More information

Dynamics and Thermodynamics of Artificial Spin Ices - and the Role of Monopoles

Dynamics and Thermodynamics of Artificial Spin Ices - and the Role of Monopoles Dynamics and Thermodynamics of Artificial Spin Ices - and the Role of Monopoles Gunnar Möller Cavendish Laboratory University of Cambridge Roderich Moessner Max Planck Institute for the Physics of Complex

More information

8.334: Statistical Mechanics II Spring 2014 Test 2 Review Problems

8.334: Statistical Mechanics II Spring 2014 Test 2 Review Problems 8.334: Statistical Mechanics II Spring 014 Test Review Problems The test is closed book, but if you wish you may bring a one-sided sheet of formulas. The intent of this sheet is as a reminder of important

More information

arxiv: v1 [math-ph] 9 May 2008

arxiv: v1 [math-ph] 9 May 2008 Algebraic Topology of Spin Glasses Tohru Koma arxiv:0805.1308v1 [math-ph] 9 May 2008 Department of Physics, Gakushuin University, Mejiro, Toshima-ku, Tokyo 171-8588, JAPAN e-mail: tohru.koma@gakushuin.ac.jp

More information

Lecture V: Multicanonical Simulations.

Lecture V: Multicanonical Simulations. Lecture V: Multicanonical Simulations. 1. Multicanonical Ensemble 2. How to get the Weights? 3. Example Runs (2d Ising and Potts models) 4. Re-Weighting to the Canonical Ensemble 5. Energy and Specific

More information

Information geometry of the ising model on planar random graphs

Information geometry of the ising model on planar random graphs PHYSICAL REVIEW E 66, 56119 2 Information geometry of the ising model on planar random graphs W. Janke, 1 D. A. Johnston, 2 and Ranasinghe P. K. C. Malmini 1 Institut für Theoretische Physik, Universität

More information

The Quantum Adiabatic Algorithm

The Quantum Adiabatic Algorithm The Quantum Adiabatic Algorithm A.P. Young http://physics.ucsc.edu/~peter Work supported by Talk at SMQS-IP2011, Jülich, October 18, 2011 The Quantum Adiabatic Algorithm A.P. Young http://physics.ucsc.edu/~peter

More information

Duality relations for M coupled Potts models

Duality relations for M coupled Potts models arxiv:cond-mat/0001367v2 [cond-mat.stat-mech] 19 May 2000 Duality relations for M coupled Potts models Jesper Lykke Jacobsen LPTMS, bâtiment 100, Université Paris-Sud, F-91405 Orsay, France January 2000

More information

Evaporation/Condensation of Ising Droplets

Evaporation/Condensation of Ising Droplets , Elmar Bittner and Wolfhard Janke Institut für Theoretische Physik, Universität Leipzig, Augustusplatz 10/11, D-04109 Leipzig, Germany E-mail: andreas.nussbaumer@itp.uni-leipzig.de Recently Biskup et

More information

Quantum annealing for problems with ground-state degeneracy

Quantum annealing for problems with ground-state degeneracy Proceedings of the International Workshop on Statistical-Mechanical Informatics September 14 17, 2008, Sendai, Japan Quantum annealing for problems with ground-state degeneracy Yoshiki Matsuda 1, Hidetoshi

More information

Computational Quantum Field Theory 12.1 Introduction

Computational Quantum Field Theory 12.1 Introduction 91 12 Computational Quantum Field Theory 12.1 Introduction The Computational Physics Group performs basic research into classical and quantum statistical physics with special emphasis on phase transitions

More information

PHYSICS 219 Homework 2 Due in class, Wednesday May 3. Makeup lectures on Friday May 12 and 19, usual time. Location will be ISB 231 or 235.

PHYSICS 219 Homework 2 Due in class, Wednesday May 3. Makeup lectures on Friday May 12 and 19, usual time. Location will be ISB 231 or 235. PHYSICS 219 Homework 2 Due in class, Wednesday May 3 Note: Makeup lectures on Friday May 12 and 19, usual time. Location will be ISB 231 or 235. No lecture: May 8 (I m away at a meeting) and May 29 (holiday).

More information

Phase transitions and critical phenomena

Phase transitions and critical phenomena Phase transitions and critical phenomena Classification of phase transitions. Discontinous (st order) transitions Summary week -5 st derivatives of thermodynamic potentials jump discontinously, e.g. (

More information

Krammers-Wannier Duality in Lattice Systems

Krammers-Wannier Duality in Lattice Systems Krammers-Wannier Duality in Lattice Systems Sreekar Voleti 1 1 Department of Physics, University of Toronto, Toronto, Ontario, Canada M5S 1A7. (Dated: December 9, 2018) I. INTRODUCTION It was shown by

More information

Spin liquids in frustrated magnets

Spin liquids in frustrated magnets May 20, 2010 Contents 1 Frustration 2 3 4 Exotic excitations 5 Frustration The presence of competing forces that cannot be simultaneously satisfied. Heisenberg-Hamiltonian H = 1 J ij S i S j 2 ij The ground

More information

Three-dimensional 3-state Potts model revisited with new techniques

Three-dimensional 3-state Potts model revisited with new techniques Mainz preprint KOMA-96-32 July 1996 Three-dimensional 3-state Potts model revisited with new techniques Wolfhard Janke 1 and Ramon Villanova 2 1 Institut für Physik, Johannes Gutenberg-Universität Mainz,

More information

Antiferromagnetic Potts models and random colorings

Antiferromagnetic Potts models and random colorings Antiferromagnetic Potts models and random colorings of planar graphs. joint with A.D. Sokal (New York) and R. Kotecký (Prague) October 9, 0 Gibbs measures Let G = (V, E) be a finite graph and let S be

More information

Physics 212: Statistical mechanics II Lecture XI

Physics 212: Statistical mechanics II Lecture XI Physics 212: Statistical mechanics II Lecture XI The main result of the last lecture was a calculation of the averaged magnetization in mean-field theory in Fourier space when the spin at the origin is

More information

Kitaev honeycomb lattice model: from A to B and beyond

Kitaev honeycomb lattice model: from A to B and beyond Kitaev honeycomb lattice model: from A to B and beyond Jiri Vala Department of Mathematical Physics National University of Ireland at Maynooth Postdoc: PhD students: Collaborators: Graham Kells Ahmet Bolukbasi

More information

Classical Monte Carlo Simulations

Classical Monte Carlo Simulations Classical Monte Carlo Simulations Hyejin Ju April 17, 2012 1 Introduction Why do we need numerics? One of the main goals of condensed matter is to compute expectation values O = 1 Z Tr{O e βĥ} (1) and

More information

Bianchi I Space-times and Loop Quantum Cosmology

Bianchi I Space-times and Loop Quantum Cosmology Bianchi I Space-times and Loop Quantum Cosmology Edward Wilson-Ewing Institute for Gravitation and the Cosmos The Pennsylvania State University Work with Abhay Ashtekar October 23, 2008 E. Wilson-Ewing

More information

Multicriticality of the three-dimensional Ising model with plaquette interactions: an extension of novotny s transfer-matrix formalism

Multicriticality of the three-dimensional Ising model with plaquette interactions: an extension of novotny s transfer-matrix formalism Physics Electricity & Magnetism fields Okayama University Year 2004 Multicriticality of the three-dimensional Ising model with plaquette interactions: an extension of novotny s transfer-matrix formalism

More information

Hanoi 7/11/2018. Ngo Van Thanh, Institute of Physics, Hanoi, Vietnam.

Hanoi 7/11/2018. Ngo Van Thanh, Institute of Physics, Hanoi, Vietnam. Hanoi 7/11/2018 Ngo Van Thanh, Institute of Physics, Hanoi, Vietnam. Finite size effects and Reweighting methods 1. Finite size effects 2. Single histogram method 3. Multiple histogram method 4. Wang-Landau

More information

S i J <ij> h mf = h + Jzm (4) and m, the magnetisation per spin, is just the mean value of any given spin. S i = S k k (5) N.

S i J <ij> h mf = h + Jzm (4) and m, the magnetisation per spin, is just the mean value of any given spin. S i = S k k (5) N. Statistical Physics Section 10: Mean-Field heory of the Ising Model Unfortunately one cannot solve exactly the Ising model or many other interesting models) on a three dimensional lattice. herefore one

More information

Physics 127b: Statistical Mechanics. Landau Theory of Second Order Phase Transitions. Order Parameter

Physics 127b: Statistical Mechanics. Landau Theory of Second Order Phase Transitions. Order Parameter Physics 127b: Statistical Mechanics Landau Theory of Second Order Phase Transitions Order Parameter Second order phase transitions occur when a new state of reduced symmetry develops continuously from

More information

arxiv:hep-th/ v2 1 Aug 2001

arxiv:hep-th/ v2 1 Aug 2001 Universal amplitude ratios in the two-dimensional Ising model 1 arxiv:hep-th/9710019v2 1 Aug 2001 Gesualdo Delfino Laboratoire de Physique Théorique, Université de Montpellier II Pl. E. Bataillon, 34095

More information

The 1+1-dimensional Ising model

The 1+1-dimensional Ising model Chapter 4 The 1+1-dimensional Ising model The 1+1-dimensional Ising model is one of the most important models in statistical mechanics. It is an interacting system, and behaves accordingly. Yet for a variety

More information

The glass transition as a spin glass problem

The glass transition as a spin glass problem The glass transition as a spin glass problem Mike Moore School of Physics and Astronomy, University of Manchester UBC 2007 Co-Authors: Joonhyun Yeo, Konkuk University Marco Tarzia, Saclay Mike Moore (Manchester)

More information

XY model in 2D and 3D

XY model in 2D and 3D XY model in 2D and 3D Gabriele Sicuro PhD school Galileo Galilei University of Pisa September 18, 2012 The XY model XY model in 2D and 3D; vortex loop expansion Part I The XY model, duality and loop expansion

More information

Aggregation of semiflexible polymers under constraints

Aggregation of semiflexible polymers under constraints Aggregation of semiflexible polymers under constraints Johannes Zierenberg, Marco Mueller, Philipp Schierz, Martin Marenz and Wolfhard Janke Institut für Theoretische Physik Universität Leipzig, Germany

More information

Numerical Studies of Adiabatic Quantum Computation applied to Optimization and Graph Isomorphism

Numerical Studies of Adiabatic Quantum Computation applied to Optimization and Graph Isomorphism Numerical Studies of Adiabatic Quantum Computation applied to Optimization and Graph Isomorphism A.P. Young http://physics.ucsc.edu/~peter Work supported by Talk at AQC 2013, March 8, 2013 Collaborators:

More information

ICCP Project 2 - Advanced Monte Carlo Methods Choose one of the three options below

ICCP Project 2 - Advanced Monte Carlo Methods Choose one of the three options below ICCP Project 2 - Advanced Monte Carlo Methods Choose one of the three options below Introduction In statistical physics Monte Carlo methods are considered to have started in the Manhattan project (1940

More information

3. General properties of phase transitions and the Landau theory

3. General properties of phase transitions and the Landau theory 3. General properties of phase transitions and the Landau theory In this Section we review the general properties and the terminology used to characterise phase transitions, which you will have already

More information

FINITE-SIZE SCALING FOR POTTS MODELS

FINITE-SIZE SCALING FOR POTTS MODELS HUTMP 90/B65 Harvard, June 1990 FINITE-SIZE SCALING FOR POTTS MODELS Christian Borgs Department of Mathematics Harvard University Cambridge, MA 0138 Roman Kotecký Department of Mathematical Physics Charles

More information

Statistical Thermodynamics Solution Exercise 8 HS Solution Exercise 8

Statistical Thermodynamics Solution Exercise 8 HS Solution Exercise 8 Statistical Thermodynamics Solution Exercise 8 HS 05 Solution Exercise 8 Problem : Paramagnetism - Brillouin function a According to the equation for the energy of a magnetic dipole in an external magnetic

More information

STATISTICAL PHYSICS OF GEOMETRICALLY FRUSTRATED MAGNETS

STATISTICAL PHYSICS OF GEOMETRICALLY FRUSTRATED MAGNETS STATISTICAL PHYSICS OF GEOMETRICALLY FRUSTRATED MAGNETS Classical spin liquids, emergent gauge fields and fractionalised excitations John Chalker Physics Department, Oxford University Outline Geometrically

More information

Ising Model on Hyperbolic Lattices: toward Transverse Field Ising Model under Hyperbolic Deformation

Ising Model on Hyperbolic Lattices: toward Transverse Field Ising Model under Hyperbolic Deformation Ising Model on Hyperbolic Lattices: toward Transverse Field Ising Model under Hyperbolic Deformation T. Nishino, T. Iharagi (Kobe Universty) A. Gendiar (Slovak Academy of Sciences) H. Ueda (Osaka University)

More information

Decimation Technique on Sierpinski Gasket in External Magnetic Field

Decimation Technique on Sierpinski Gasket in External Magnetic Field Egypt.. Solids, Vol. (), No. (), (009 ) 5 Decimation Technique on Sierpinski Gasket in External Magnetic Field Khalid Bannora, G. Ismail and M. Abu Zeid ) Mathematics Department, Faculty of Science, Zagazig

More information

Problem set for the course Skálázás és renormálás a statisztikus fizikában, 2014

Problem set for the course Skálázás és renormálás a statisztikus fizikában, 2014 1 Problem set for the course Skálázás és renormálás a statisztikus fizikában, 014 Rules: You can choose at wish from problems having the same main number (i.e. from a given section), but you can collect

More information

Topological Phase Transitions

Topological Phase Transitions Chapter 5 Topological Phase Transitions Previously, we have seen that the breaking of a continuous symmetry is accompanied by the appearance of massless Goldstone modes. Fluctuations of the latter lead

More information

LOCAL MOMENTS NEAR THE METAL-INSULATOR TRANSITION

LOCAL MOMENTS NEAR THE METAL-INSULATOR TRANSITION LOCAL MOMENTS NEAR THE METAL-INSULATOR TRANSITION Subir Sachdev Center for Theoretical Physics, P.O. Box 6666 Yale University, New Haven, CT 06511 This paper reviews recent progress in understanding the

More information

4 Monte Carlo Methods in Classical Statistical Physics

4 Monte Carlo Methods in Classical Statistical Physics 4 Monte Carlo Methods in Classical Statistical Physics Wolfhard Janke Institut für Theoretische Physik and Centre for Theoretical Sciences, Universität Leipzig, 04009 Leipzig, Germany The purpose of this

More information

Phase transitions and finite-size scaling

Phase transitions and finite-size scaling Phase transitions and finite-size scaling Critical slowing down and cluster methods. Theory of phase transitions/ RNG Finite-size scaling Detailed treatment: Lectures on Phase Transitions and the Renormalization

More information

(G). This remains probably true in most random magnets. It raises the question of. On correlation functions in random magnets LETTER TO THE EDITOR

(G). This remains probably true in most random magnets. It raises the question of. On correlation functions in random magnets LETTER TO THE EDITOR J. Phys. C: Solid State Phys., 14 (1981) L539-L544. Printed in Great Britain LETTER TO THE EDITOR On correlation functions in random magnets Bernard Derridai and Henk Hilhorst$ t Service de Physique ThCorique,

More information

Logarithmic corrections to gap scaling in random-bond Ising strips

Logarithmic corrections to gap scaling in random-bond Ising strips J. Phys. A: Math. Gen. 30 (1997) L443 L447. Printed in the UK PII: S0305-4470(97)83212-X LETTER TO THE EDITOR Logarithmic corrections to gap scaling in random-bond Ising strips SLAdeQueiroz Instituto de

More information

Mechanics and Statistical Mechanics Qualifying Exam Spring 2006

Mechanics and Statistical Mechanics Qualifying Exam Spring 2006 Mechanics and Statistical Mechanics Qualifying Exam Spring 2006 1 Problem 1: (10 Points) Identical objects of equal mass, m, are hung on identical springs of constant k. When these objects are displaced

More information

Unusual criticality in a generalized 2D XY model

Unusual criticality in a generalized 2D XY model Unusual criticality in a generalized 2D XY model Yifei Shi, Austen Lamacraft, Paul Fendley 22 October 2011 1 Vortices and half vortices 2 Generalized XY model 3 Villain Model 4 Numerical simulation Vortices

More information

SIMULATED TEMPERING: A NEW MONTECARLO SCHEME

SIMULATED TEMPERING: A NEW MONTECARLO SCHEME arxiv:hep-lat/9205018v1 22 May 1992 SIMULATED TEMPERING: A NEW MONTECARLO SCHEME Enzo MARINARI (a),(b) and Giorgio PARISI (c) Dipartimento di Fisica, Università di Roma Tor Vergata, Via della Ricerca Scientifica,

More information

arxiv:hep-th/ v2 7 May 2004

arxiv:hep-th/ v2 7 May 2004 Self-dual random-plaquette gauge model and the quantum toric code arxiv:hep-th/0310279 v2 7 May 2004 Koujin Takeda and Hidetoshi Nishimori Department of Physics, Tokyo Institute of Technology, Oh-okayama,

More information

Their Statistical Analvsis. With Web-Based Fortran Code. Berg

Their Statistical Analvsis. With Web-Based Fortran Code. Berg Markov Chain Monter rlo Simulations and Their Statistical Analvsis With Web-Based Fortran Code Bernd A. Berg Florida State Univeisitfi USA World Scientific NEW JERSEY + LONDON " SINGAPORE " BEIJING " SHANGHAI

More information

Collective Effects. Equilibrium and Nonequilibrium Physics

Collective Effects. Equilibrium and Nonequilibrium Physics 1 Collective Effects in Equilibrium and Nonequilibrium Physics: Lecture 2, 24 March 2006 1 Collective Effects in Equilibrium and Nonequilibrium Physics Website: http://cncs.bnu.edu.cn/mccross/course/ Caltech

More information

k m Figure 1: Long problem L2 2 + L2 3 I 1

k m Figure 1: Long problem L2 2 + L2 3 I 1 LONG PROBLEMS 1: Consider the system shown in Figure 1: Two objects, of mass m 1 and m, can be treated as point-like. Each of them is suspended from the ceiling by a wire of negligible mass, and of length

More information

Statistical mechanics, the Ising model and critical phenomena Lecture Notes. September 26, 2017

Statistical mechanics, the Ising model and critical phenomena Lecture Notes. September 26, 2017 Statistical mechanics, the Ising model and critical phenomena Lecture Notes September 26, 2017 1 Contents 1 Scope of these notes 3 2 Partition function and free energy 4 3 Definition of phase transitions

More information

Numerical Analysis of 2-D Ising Model. Ishita Agarwal Masters in Physics (University of Bonn) 17 th March 2011

Numerical Analysis of 2-D Ising Model. Ishita Agarwal Masters in Physics (University of Bonn) 17 th March 2011 Numerical Analysis of 2-D Ising Model By Ishita Agarwal Masters in Physics (University of Bonn) 17 th March 2011 Contents Abstract Acknowledgment Introduction Computational techniques Numerical Analysis

More information

Markov Chain Monte Carlo Simulations and Their Statistical Analysis An Overview

Markov Chain Monte Carlo Simulations and Their Statistical Analysis An Overview Markov Chain Monte Carlo Simulations and Their Statistical Analysis An Overview Bernd Berg FSU, August 30, 2005 Content 1. Statistics as needed 2. Markov Chain Monte Carlo (MC) 3. Statistical Analysis

More information

GPU-based computation of the Monte Carlo simulation of classical spin systems

GPU-based computation of the Monte Carlo simulation of classical spin systems Perspectives of GPU Computing in Physics and Astrophysics, Sapienza University of Rome, Rome, Italy, September 15-17, 2014 GPU-based computation of the Monte Carlo simulation of classical spin systems

More information

Superinsulator: a new topological state of matter

Superinsulator: a new topological state of matter Superinsulator: a new topological state of matter M. Cristina Diamantini Nips laboratory, INFN and Department of Physics and Geology University of Perugia Coll: Igor Lukyanchuk, University of Picardie

More information

2. The interaction between an electron gas and the potential field is given by

2. The interaction between an electron gas and the potential field is given by 68A. Solutions to Exercises II. April 5. Carry out a Hubbard Stratonovich transformation for the following interaction Hamiltonians, factorizing the terms in brackets, and write one or two sentences interpreting

More information

8.334: Statistical Mechanics II Problem Set # 4 Due: 4/9/14 Transfer Matrices & Position space renormalization

8.334: Statistical Mechanics II Problem Set # 4 Due: 4/9/14 Transfer Matrices & Position space renormalization 8.334: Statistical Mechanics II Problem Set # 4 Due: 4/9/14 Transfer Matrices & Position space renormalization This problem set is partly intended to introduce the transfer matrix method, which is used

More information

Monopole Condensation and Confinement in SU(2) QCD (1) Abstract

Monopole Condensation and Confinement in SU(2) QCD (1) Abstract KANAZAWA 93-09 Monopole Condensation and Confinement in SU(2) QCD (1) Hiroshi Shiba and Tsuneo Suzuki Department of Physics, Kanazawa University, Kanazawa 920-11, Japan (September 10, 2018) arxiv:hep-lat/9310010v1

More information

Confinement-deconfinement transitions in Z 2 gauge theories, and deconfined criticality

Confinement-deconfinement transitions in Z 2 gauge theories, and deconfined criticality HARVARD Confinement-deconfinement transitions in Z 2 gauge theories, and deconfined criticality Indian Institute of Science Education and Research, Pune Subir Sachdev November 15, 2017 Talk online: sachdev.physics.harvard.edu

More information