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020 _a9783540746867
_9978-3-540-74686-7
024 7 _a10.1007/978-3-540-74686-7
_2doi
050 4 _aQC19.2-20.85
072 7 _aPHU
_2bicssc
072 7 _aSCI040000
_2bisacsh
072 7 _aPHU
_2thema
082 0 4 _a530.1
_223
245 1 0 _aComputational Many-Particle Physics
_h[electronic resource] /
_cedited by H. Fehske, R. Schneider, A. Weiße.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2008.
300 _aXV, 780 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Physics,
_x0075-8450 ;
_v739
505 0 _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.
520 _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. A broad range of techniques and algorithms are covered, and emphasis is placed on their implementation on modern high-performance computers.
650 0 _aNuclear physics.
650 1 4 _aTheoretical, Mathematical and Computational Physics.
_0http://scigraph.springernature.com/things/product-market-codes/P19005
650 2 4 _aNuclear Physics, Heavy Ions, Hadrons.
_0http://scigraph.springernature.com/things/product-market-codes/P23010
700 1 _aFehske, H.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSchneider, R.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWeiße, A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642094149
776 0 8 _iPrinted edition:
_z9783540843290
776 0 8 _iPrinted edition:
_z9783540746850
830 0 _aLecture Notes in Physics,
_x0075-8450 ;
_v739
856 4 0 _uhttps://doi.org/10.1007/978-3-540-74686-7
912 _aZDB-2-PHA
912 _aZDB-2-LNP
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