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Quantum Monte Carlo approaches for correlated systems

Author: Federico Becca; Sandro Sorella
Publisher: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2017. ©2017
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Over the past several decades, computational approaches to studying strongly-interacting systems have become increasingly varied and sophisticated. This book provides a comprehensive introduction to state-of-the-art quantum Monte Carlo techniques relevant for applications in correlated systems. Providing a clear overview of variational wave functions, and featuring a detailed presentation of stochastic samplings  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Electronic reproduction of (manifestation):
Becca, Federico, 1972-
Quantum Monte Carlo approaches for correlated systems
(DLC) 2017025043
(OCoLC)99696629
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Federico Becca; Sandro Sorella
ISBN: 9781316417041 1316417042
OCLC Number: 1015201506
Description: 1 online resource
Contents: Correlated models and wave functions --
Probability theory --
Monte Carlo sampling and Markov chains --
Langevin molecular dynamics --
Variational Monte Carlo --
Optimization of variational wave functions --
Time-dependent variational Monte Carlo --
Green's function Monte Carlo --
Reptation quantum Monte Carlo --
Fixed-node approximation --
Auxiliary field quantum Monte Carlo --
Realistic simulations on the continuum.
Responsibility: Federico Becca (Scuola Internazionale Superiore di Studi Avanzati), Sandro Sorella (Scuola Internazionale Superiore di Studi Avanzati).

Abstract:

A comprehensive introduction to state-of-the-art quantum Monte Carlo techniques for applications in strongly-interacting systems. Including variational wave functions, stochastic samplings, the  Read more...

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