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Computational Many-Particle Physics

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Cover of 'Computational Many-Particle Physics'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Molecular Dynamics
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    Chapter 2 Wigner Function Quantum Molecular Dynamics
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    Chapter 3 The Monte Carlo Method, an Introduction
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    Chapter 4 Monte Carlo Methods in Classical Statistical Physics
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    Chapter 5 The Monte Carlo Method for Particle Transport Problems
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    Chapter 6 The Particle-in-Cell Method
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    Chapter 7 Gyrokinetic and Gyrofluid Theory and Simulation of Magnetized Plasmas
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    Chapter 8 Boltzmann Transport in Condensed Matter
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    Chapter 9 Semiclassical Description of Quantum Many-Particle Dynamics in Strong Laser Fields
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    Chapter 10 World-line and Determinantal Quantum Monte Carlo Methods for Spins, Phonons and Electrons
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    Chapter 11 Autocorrelations in Quantum Monte Carlo Simulations of Electron-Phonon Models
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    Chapter 12 Diagrammatic Monte Carlo and Stochastic Optimization Methods for Complex Composite Objects in Macroscopic Baths
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    Chapter 13 Path Integral Monte Carlo Simulation of Charged Particles in Traps
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    Chapter 14 Ab-Initio Approach to the Many-Electron Problem
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    Chapter 15 Ab-Initio Methods Applied to Structure Optimization and Microscopic Modelling
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    Chapter 16 Dynamical Mean-Field Approximation and Cluster Methods for Correlated Electron Systems
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    Chapter 17 Local Distribution Approach
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    Chapter 18 Exact Diagonalization Techniques
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    Chapter 19 Chebyshev Expansion Techniques
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    Chapter 20 The Conceptual Background of Density-Matrix Renormalization
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    Chapter 21 Density-Matrix Renormalization Group Algorithms
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    Chapter 22 Dynamical Density-Matrix Renormalization Group
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    Chapter 23 Studying Time-Dependent Quantum Phenomena with the Density-Matrix Renormalization Group
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    Chapter 24 Applications of Quantum Information in the Density-Matrix Renormalization Group
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    Chapter 25 Density-Matrix Renormalization Group for Transfer Matrices: Static and Dynamical Properties of 1D Quantum Systems at Finite Temperature
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    Chapter 26 Architecture and Performance Characteristics of Modern High Performance Computers
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    Chapter 27 Optimization Techniques for Modern High Performance Computers
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