Table of Contents: “...On the statistical-mechanical formulation of neural networks -- Model neurons: From Hodgkin-Huxley to hopfield -- Statistical mechanics for networks of analog neurons -- Properties of neural networks with multi-state neurons -- Adaptive recurrent neural...”

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Table of Contents: “... -- Adsorption and theory of fluids -- Front propagation in one dimension -- An introduction to thermocapillary convection -- Antonov rule and multilayer wetting in “q state” models -- Random surfaces in statistical mechanics -- The influence of bulk disorder...”

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Table of Contents: “... Schrödinger Equation -- Nonlinearization of the Lax Pair for the KdV Equation and Integrable Hamiltonian Systems -- III Quantum Aspects and Statistical Mechanics -- Quantum and Classical Statistical Mechanics of the Integrable Models in 1 + 1 Dimensions -- Link...”

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Table of Contents: “... Statistical Mechanics and Quantum Aspects -- Quantum Solitons: An Overview -- Soliton Statistical Mechanics: Statistical Mechanics of the Quantum and Classical Integrable Models -- Exactly Solvable Models in Statistical Mechanics (With 12 Figures) -- V Applications...”

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Table of Contents: “...I Statistical Mechanics and Mathematical Physics -- Statistical Mechanics of the Integrable Models -- Lattice Equations, Hierarchies and Hamiltonian Structures -- Modular Invariance and Two-Dimensional Critical Systems -- Variational Principle...”

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Table of Contents: “... and Nearly-Free Electrons; Potentials and Pseudopotentials -- 1.6 Response Theory and Interatomic Interactions -- 1.7 The Statistical Mechanics of a Vibrating Lattice -- 1.8 Periodic, Aperiodic and Quasi-Periodic Structures -- 1.9 Elementary Excitations...”

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Table of Contents: “...1. Introduction: Theory and “Technical” Aspects of Monte Carlo Simulations (With 5 Figures) -- 1.1 Purpose of the Monte Carlo Method -- 1.2 Description of the Monte Carlo Technique in Classical Statistical Mechanics -- 1.3 Aspects of Simulations...”

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Table of Contents: “... Admittance -- 3.3 Debye Relaxation -- 3.4 Resonance Absorption -- 3.5 Wave Number-Dependent Complex Admittance -- 3.6 Dispersion Relations -- 3.7 Sum Rules and Interpolation Formulas -- 4. Statistical Mechanics of Linear Response -- 4.1 Static Response to External...”

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Table of Contents: “...Prologue A functional perturbative approach to the classical statistical mechanics -- The structure and statistical mechanics of glass -- The statistical mechanics of surfaces -- Surface effects in phase transitions -- On the Ising spin glass I. Mean...”

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Table of Contents: “... methods in classical statistical mechanics -- Equation of state of molecular fluids -- A special purpose computer for the electrical conductivity of disordered media -- MECA: A multiprocessor concept specialized to Monte Carlo -- High-energy particle Monte...”

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Table of Contents: “... -- Trapping for Newtonian Diffusion Processes -- Markov Cosurfaces and Gauge Fields -- Non-Standard Analysis; Polymer Models, Quantum Fields -- Statistical Mechanics of Random Surfaces -- Stochastic Quantization and Gauge Fixing in Gauge Theories -- Numerical...”

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Table of Contents: “... -- A non-renormalized and a renormalized description of the Fokker-Planck dynamics -- The equation which governs irreversibility in continuum mechanics -- Nonequilibrium statistical mechanics of dilute relativistic plasmas....”

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Table of Contents: “...1. Introduction -- 2. Computer Methods in the Study of Phase Transitions and Critical Phenomena -- 2.1 Statistical Mechanics and Phase Transitions -- 2.2 Numerical Simulation Techniques -- 2.3 Exact Configurational Counting and Series Expansions -- 3...”

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Table of Contents: “... Heisenberg Chains -- Is CsNiF3 a Classical System? -- Spin Wave Theory for the Classical Easy Plane Ferromagnet in Zero Field: Exact Results at Low Temperature -- III Soliton Theories -- Sine-Gordon Statistical Mechanics -- Solitons in Lattice Systems...”

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Table of Contents: “...1. General Preliminaries -- 1.1 Overview -- 1.2 Averages -- 1.3 The Liouville Theorem -- 2. Outlines of Statistical Mechanics -- 2.1 The Principles of Statistical Mechanics -- 2.2 Temperature -- 2.3 External Forces -- 2.4 Subsystems with a Given...”

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