| Description |
1 online resource (xv, 780 pages) : illustrations |
| Series |
Lecture notes in physics, 0075-8450 ; 739 |
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Lecture notes in physics ; 739. 0075-8450
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| Contents |
Introduction to molecular dynamics / Ralf Schneider, Amit Raj Sharma, and Abha Rai -- Wigner function quantum molecular dynamics / V.S. Filinov [and others] -- The Monte Carlo method, an introduction / Detlev Reiter -- Monte Carlo methods in classical statistical physics / Wolfhard Janke -- The Monte Carlo method for particle transport problems / Detlev Reiter -- The particle-in-cell method / David Tskhakaya -- Gyrokinetic and gyrofluid theory and simulation of magnetized plasmas / Richard D. Sydora -- Boltzmann transport in condensed matter / Franz Xaver Bronold -- Semiclassical description of quantum many-particle dynamics in strong laser fields / Thomas Fennel and Jörg Köhn -- World-line and determinantal quantum Monte Carlo methods for spins, phonons and electrons / F.F. Assaad and H.G. Evertz -- Autocorrelations in quantum Monte Carlo simulations of electron-phonon models / Martin Hohenadler and Thomas C. Lang -- Diagrammatic Monte Carlo and stochastic optimization methods for complex composite objects in macroscopic baths / A.S. Mishchenko -- Path integral Monte Carlo simulation of charged particles in traps / Alexei Filinov, Jens Böning, and Michael Bonitz -- Ab-initio approach to the many-electron problem / Alexander Quandt -- Ab-initio methods applied to structure optimization and microscopic modelling / Alexander Quandt -- Dynamical mean-field approximation and cluster methods for correlated electron systems / Thomas Pruschke -- Local distribution approach / Andreas Alvermann and Holger Fehske -- Exact diagonalization techniques / Alexander Weife and Holger Fehske -- Exact Diagonalization techniques / Alexander Weife and Holger Fehske -- Chebyshev expansion techniques / Alexander Weife and Holger Fehske -- The conceptual background of density-matrix renormalization / Ingo Peschel and Viktor Eisler -- Density-matrix renormalization group algorithms / Eric Jeckelmann -- Dynamical density-matrix renormalization group / Eric Jeckelmann and Holger Benthien -- Studying time-dependent quantum phenomena with the density-matrix renormalization group / Reinhard M. Noack [and others] -- Applications of quantum information in the density-matrix renormalization group / Ö. Legeza [and others] Density-matrix renormalization group for transfer matrices: static and dynamical properties of 1D quantum systems / Stefan Glocke, Andreas Klümper, and Jesko Sirker-- Architecture and performance characteristics of modern high performance computers / Georg Hager and Gerhard Wellein -- Optimization techniques for modern high performance computers / Georg Hager and Gerhard Wellein |
| Summary |
Complicated 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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Print version record |
| Subject |
Many-body problem -- Numerical solutions -- Congresses
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High performance computing -- Congresses
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Nuclear physics.
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Nuclear Physics
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nuclear physics.
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Physique.
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High performance computing
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Many-body problem -- Numerical solutions
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Fehske, H. (Holger)
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Schneider, R. (Ralf)
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Weisse, A. (Alexander)
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| ISBN |
3540746862 |
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9783540746850 |
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3540746854 |
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9783540746867 |
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