Quantum Monte Carlo methods: algorithms for lattice models
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 foun...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2016
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UER01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 May 2016) |
| Beschreibung: | 1 online resource (xiii, 488 pages) |
| ISBN: | 9780511902581 |
| DOI: | 10.1017/CBO9780511902581 |
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| 520 | |a 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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Datensatz im Suchindex
| _version_ | 1804176880925933568 |
|---|---|
| any_adam_object | |
| author | Gubernatis, James E. |
| author_GND | (DE-588)1103159402 (DE-588)1103160117 (DE-588)1103161091 |
| author_facet | Gubernatis, James E. |
| author_role | aut |
| author_sort | Gubernatis, James E. |
| author_variant | j e g je jeg |
| building | Verbundindex |
| bvnumber | BV043940422 |
| classification_rvk | UK 1000 UK 1200 |
| collection | ZDB-20-CBO |
| contents | Monte Carlo basics -- Data analysis -- Monte Carlo for classical many-body problems -- Quantum Monte Carlo primer -- Finite-temperature quantum spin algorithms -- Determinant method -- Continuous-time impurity solvers -- Variational Monte Carlo -- Power methods -- Fermion ground state methods -- Analytic continuation -- Parallelization |
| ctrlnum | (ZDB-20-CBO)CR9780511902581 (OCoLC)967600097 (DE-599)BVBBV043940422 |
| dewey-full | 530.1201/518282 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 530 - Physics |
| dewey-raw | 530.1201/518282 |
| dewey-search | 530.1201/518282 |
| dewey-sort | 3530.1201 6518282 |
| dewey-tens | 530 - Physics |
| discipline | Physik |
| doi_str_mv | 10.1017/CBO9780511902581 |
| format | Electronic eBook |
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| id | DE-604.BV043940422 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:13Z |
| institution | BVB |
| isbn | 9780511902581 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029349392 |
| oclc_num | 967600097 |
| open_access_boolean | |
| owner | DE-12 DE-29 DE-92 |
| owner_facet | DE-12 DE-29 DE-92 |
| physical | 1 online resource (xiii, 488 pages) |
| psigel | ZDB-20-CBO ZDB-20-CBO BSB_PDA_CBO ZDB-20-CBO FHN_PDA_CBO ZDB-20-CBO UER_PDA_CBO_Kauf |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Cambridge University Press |
| record_format | marc |
| spelling | Gubernatis, James E. Verfasser (DE-588)1103159402 aut Quantum Monte Carlo methods algorithms for lattice models J.E. Gubernatis, N. Kawashima, P. Werner Cambridge Cambridge University Press 2016 1 online resource (xiii, 488 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 May 2016) Monte Carlo basics -- Data analysis -- Monte Carlo for classical many-body problems -- Quantum Monte Carlo primer -- Finite-temperature quantum spin algorithms -- Determinant method -- Continuous-time impurity solvers -- Variational Monte Carlo -- Power methods -- Fermion ground state methods -- Analytic continuation -- Parallelization 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 Monte Carlo method Many-body problem Quantenphysik (DE-588)4266670-3 gnd rswk-swf Monte-Carlo-Simulation (DE-588)4240945-7 gnd rswk-swf Vielkörperproblem (DE-588)4078900-7 gnd rswk-swf Gittermodell (DE-588)4226961-1 gnd rswk-swf Monte-Carlo-Simulation (DE-588)4240945-7 s Vielkörperproblem (DE-588)4078900-7 s Gittermodell (DE-588)4226961-1 s Quantenphysik (DE-588)4266670-3 s 1\p DE-604 Kawashima, Naoki Sonstige (DE-588)1103160117 oth Werner, Philipp 1975- Sonstige (DE-588)1103161091 oth Erscheint auch als Druckschrift 978-1-107-00642-3 https://doi.org/10.1017/CBO9780511902581 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Gubernatis, James E. Quantum Monte Carlo methods algorithms for lattice models Monte Carlo basics -- Data analysis -- Monte Carlo for classical many-body problems -- Quantum Monte Carlo primer -- Finite-temperature quantum spin algorithms -- Determinant method -- Continuous-time impurity solvers -- Variational Monte Carlo -- Power methods -- Fermion ground state methods -- Analytic continuation -- Parallelization Monte Carlo method Many-body problem Quantenphysik (DE-588)4266670-3 gnd Monte-Carlo-Simulation (DE-588)4240945-7 gnd Vielkörperproblem (DE-588)4078900-7 gnd Gittermodell (DE-588)4226961-1 gnd |
| subject_GND | (DE-588)4266670-3 (DE-588)4240945-7 (DE-588)4078900-7 (DE-588)4226961-1 |
| title | Quantum Monte Carlo methods algorithms for lattice models |
| title_auth | Quantum Monte Carlo methods algorithms for lattice models |
| title_exact_search | Quantum Monte Carlo methods algorithms for lattice models |
| title_full | Quantum Monte Carlo methods algorithms for lattice models J.E. Gubernatis, N. Kawashima, P. Werner |
| title_fullStr | Quantum Monte Carlo methods algorithms for lattice models J.E. Gubernatis, N. Kawashima, P. Werner |
| title_full_unstemmed | Quantum Monte Carlo methods algorithms for lattice models J.E. Gubernatis, N. Kawashima, P. Werner |
| title_short | Quantum Monte Carlo methods |
| title_sort | quantum monte carlo methods algorithms for lattice models |
| title_sub | algorithms for lattice models |
| topic | Monte Carlo method Many-body problem Quantenphysik (DE-588)4266670-3 gnd Monte-Carlo-Simulation (DE-588)4240945-7 gnd Vielkörperproblem (DE-588)4078900-7 gnd Gittermodell (DE-588)4226961-1 gnd |
| topic_facet | Monte Carlo method Many-body problem Quantenphysik Monte-Carlo-Simulation Vielkörperproblem Gittermodell |
| url | https://doi.org/10.1017/CBO9780511902581 |
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