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Quantum Monte Carlo Methods

Download or Read eBook Quantum Monte Carlo Methods PDF written by James Gubernatis and published by Cambridge University Press. This book was released on 2016-06-02 with total page 503 pages. Available in PDF, EPUB and Kindle.
Quantum Monte Carlo Methods
Author :
Publisher : Cambridge University Press
Total Pages : 503
Release :
ISBN-10 : 9781316483121
ISBN-13 : 1316483126
Rating : 4/5 (21 Downloads)

Book Synopsis Quantum Monte Carlo Methods by : James Gubernatis

Book excerpt: Featuring detailed explanations of the major algorithms used in quantum Monte Carlo simulations, this is the first textbook of its kind to provide a pedagogical overview of the field and its applications. The book provides a comprehensive introduction to the Monte Carlo method, its use, and its foundations, and examines algorithms for the simulation of quantum many-body lattice problems at finite and zero temperature. These algorithms include continuous-time loop and cluster algorithms for quantum spins, determinant methods for simulating fermions, power methods for computing ground and excited states, and the variational Monte Carlo method. Also discussed are continuous-time algorithms for quantum impurity models and their use within dynamical mean-field theory, along with algorithms for analytically continuing imaginary-time quantum Monte Carlo data. The parallelization of Monte Carlo simulations is also addressed. This is an essential resource for graduate students, teachers, and researchers interested in quantum Monte Carlo techniques.


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