LEADER 04744nam 2200613 450 001 9910146557303321 005 20210210115225.0 010 $a3-540-74686-2 024 7 $a10.1007/978-3-540-74686-7 035 $a(CKB)1000000000492158 035 $a(SSID)ssj0000316808 035 $a(PQKBManifestationID)11238013 035 $a(PQKBTitleCode)TC0000316808 035 $a(PQKBWorkID)10287707 035 $a(PQKB)10028597 035 $a(DE-He213)978-3-540-74686-7 035 $a(MiAaPQ)EBC3062076 035 $a(MiAaPQ)EBC6350834 035 $z(PPN)258845813 035 $a(PPN)123739675 035 $a(EXLCZ)991000000000492158 100 $a20210210d2008 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aComputational many-particle physics /$fedited by H. Fehske, R. Schneider, A. Wei?e 205 $a1st ed. 2008. 210 1$aBerlin, Germany ;$aNew York, United States :$cSpringer,$d[2008] 210 4$dİ2008 215 $a1 online resource (XV, 780 p.) 225 1 $aLecture Notes in Physics,$x0075-8450 ;$v739 300 $a"A summer school on 'computational many-body physics' [was organized] in September 2006, during the 550th anniversary of the University Greifswald"--Pref. 311 $a3-540-74685-4 320 $aIncludes bibliographical references and index. 327 $aMolecular Dynamics -- to Molecular Dynamics -- Wigner Function Quantum Molecular Dynamics -- Classical Monte Carlo -- The Monte Carlo Method, an Introduction -- Monte Carlo Methods in Classical Statistical Physics -- The Monte Carlo Method for Particle Transport Problems -- Kinetic Modelling -- The Particle-in-Cell Method -- Gyrokinetic and Gyrofluid Theory and Simulation of Magnetized Plasmas -- Semiclassical Approaches -- Boltzmann Transport in Condensed Matter -- Semiclassical Description of Quantum Many-Particle Dynamics in Strong Laser Fields -- Quantum Monte Carlo -- World-line and Determinantal Quantum Monte Carlo Methods for Spins, Phonons and Electrons -- Autocorrelations in Quantum Monte Carlo Simulations of Electron-Phonon Models -- Diagrammatic Monte Carlo and Stochastic Optimization Methods for Complex Composite Objects in Macroscopic Baths -- Path Integral Monte Carlo Simulation of Charged Particles in Traps -- Ab-Initio Methods in Physics and Chemistry -- Ab-Initio Approach to the Many-Electron Problem -- Ab-Initio Methods Applied to Structure Optimization and Microscopic Modelling -- Effective Field Approaches -- Dynamical Mean-Field Approximation and Cluster Methods for Correlated Electron Systems -- Local Distribution Approach -- Iterative Methods for Sparse Eigenvalue Problems -- Exact Diagonalization Techniques -- Chebyshev Expansion Techniques -- The Density Matrix Renormalisation Group: Concepts and Applications -- The Conceptual Background of Density-Matrix Renormalization -- Density-Matrix Renormalization Group Algorithms -- Dynamical Density-Matrix Renormalization Group -- Studying Time-Dependent Quantum Phenomena with the Density-Matrix Renormalization Group -- Applications of Quantum Information in the Density-Matrix Renormalization Group -- Density-Matrix Renormalization Group for Transfer Matrices: Static and Dynamical Properties of 1D Quantum Systems at Finite Temperature -- Concepts of High Performance Computing -- Architecture and Performance Characteristics of Modern High Performance Computers -- Optimization Techniques for Modern High Performance Computers. 330 $aComplicated many-particle problems abound in nature and in research alike. Plasma physics, statistical physics and condensed matter physics, as primary examples, are all heavily dependent on efficient methods for solving such problems. Addressing graduate students and young researchers, this book presents an overview and introduction to state-of-the-art numerical methods for studying interacting classical and quantum many-particle systems. 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