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Stability of complex Langevin dynamics in effective models
A bstract The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disorder...
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Published in: | The journal of high energy physics 2013-03, Vol.2013 (3), p.1-29, Article 73 |
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container_title | The journal of high energy physics |
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creator | Aarts, Gert James, Frank A. Pawlowski, Jan M. Seiler, Erhard Sexty, Dénes Stamatescu, Ion-Olimpiu |
description | A
bstract
The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disordered phase in the case of the three-dimensional XY model, while it appears to work in the entire phase diagram in the case of the three-dimensional SU(3) spin model. Here we analyse this difference and argue that it is due to the presence of the nontrivial Haar measure in the SU(3) case, which has a stabilizing effect on the complexified dynamics. The freedom to modify and stabilize the complex Langevin process is discussed in some detail. |
doi_str_mv | 10.1007/JHEP03(2013)073 |
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bstract
The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disordered phase in the case of the three-dimensional XY model, while it appears to work in the entire phase diagram in the case of the three-dimensional SU(3) spin model. Here we analyse this difference and argue that it is due to the presence of the nontrivial Haar measure in the SU(3) case, which has a stabilizing effect on the complexified dynamics. The freedom to modify and stabilize the complex Langevin process is discussed in some detail.</description><identifier>ISSN: 1029-8479</identifier><identifier>EISSN: 1029-8479</identifier><identifier>DOI: 10.1007/JHEP03(2013)073</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Classical and Quantum Gravitation ; Computer simulation ; Dynamic tests ; Dynamics ; Elementary Particles ; High energy physics ; Importance sampling ; Lattices ; Phase diagrams ; Physics ; Physics and Astronomy ; Quantum Field Theories ; Quantum Field Theory ; Quantum Physics ; Relativity Theory ; Stability ; String Theory ; Three dimensional models</subject><ispartof>The journal of high energy physics, 2013-03, Vol.2013 (3), p.1-29, Article 73</ispartof><rights>SISSA, Trieste, Italy 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c409t-fd9f13487263c5e767b6b7b1310228ef7fcb7e6c93f8aeab6a74099ce5b6b92d3</citedby><cites>FETCH-LOGICAL-c409t-fd9f13487263c5e767b6b7b1310228ef7fcb7e6c93f8aeab6a74099ce5b6b92d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1652875402/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1652875402?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,37013,44590,75126</link.rule.ids></links><search><creatorcontrib>Aarts, Gert</creatorcontrib><creatorcontrib>James, Frank A.</creatorcontrib><creatorcontrib>Pawlowski, Jan M.</creatorcontrib><creatorcontrib>Seiler, Erhard</creatorcontrib><creatorcontrib>Sexty, Dénes</creatorcontrib><creatorcontrib>Stamatescu, Ion-Olimpiu</creatorcontrib><title>Stability of complex Langevin dynamics in effective models</title><title>The journal of high energy physics</title><addtitle>J. High Energ. Phys</addtitle><description>A
bstract
The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disordered phase in the case of the three-dimensional XY model, while it appears to work in the entire phase diagram in the case of the three-dimensional SU(3) spin model. Here we analyse this difference and argue that it is due to the presence of the nontrivial Haar measure in the SU(3) case, which has a stabilizing effect on the complexified dynamics. The freedom to modify and stabilize the complex Langevin process is discussed in some detail.</description><subject>Classical and Quantum Gravitation</subject><subject>Computer simulation</subject><subject>Dynamic tests</subject><subject>Dynamics</subject><subject>Elementary Particles</subject><subject>High energy physics</subject><subject>Importance sampling</subject><subject>Lattices</subject><subject>Phase diagrams</subject><subject>Physics</subject><subject>Physics and Astronomy</subject><subject>Quantum Field Theories</subject><subject>Quantum Field Theory</subject><subject>Quantum Physics</subject><subject>Relativity Theory</subject><subject>Stability</subject><subject>String Theory</subject><subject>Three dimensional models</subject><issn>1029-8479</issn><issn>1029-8479</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNp1kM9LwzAYhoMoOKdnrwUv81D3JWmbxJuM6ZSBgnoOafpFOvpjNt3Y_nsz6mEInr738LwvHw8h1xTuKICYvizmb8AnDCi_BcFPyIgCU7FMhDo9yufkwvsVAE2pghG5f-9NXlZlv49aF9m2Xle4i5am-cJt2UTFvjF1aX0UMjqHti-3GNVtgZW_JGfOVB6vfu-YfD7OP2aLePn69Dx7WMY2AdXHrlCO8kQKlnGboshEnuUipzy8xCQ64WwuMLOKO2nQ5JkRoacspoFTrOBjMhl21137vUHf67r0FqvKNNhuvKZCAJNSUhbQmz_oqt10TfhO0yxlUqQJHKjpQNmu9b5Dp9ddWZturynog0s9uNQHlzq4DA0YGj6QQU13tPtP5QcPenUY</recordid><startdate>20130301</startdate><enddate>20130301</enddate><creator>Aarts, Gert</creator><creator>James, Frank A.</creator><creator>Pawlowski, Jan M.</creator><creator>Seiler, Erhard</creator><creator>Sexty, Dénes</creator><creator>Stamatescu, Ion-Olimpiu</creator><general>Springer-Verlag</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>P5Z</scope><scope>P62</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7U5</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>20130301</creationdate><title>Stability of complex Langevin dynamics in effective models</title><author>Aarts, Gert ; James, Frank A. ; Pawlowski, Jan M. ; Seiler, Erhard ; Sexty, Dénes ; Stamatescu, Ion-Olimpiu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c409t-fd9f13487263c5e767b6b7b1310228ef7fcb7e6c93f8aeab6a74099ce5b6b92d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Classical and Quantum Gravitation</topic><topic>Computer simulation</topic><topic>Dynamic tests</topic><topic>Dynamics</topic><topic>Elementary Particles</topic><topic>High energy physics</topic><topic>Importance sampling</topic><topic>Lattices</topic><topic>Phase diagrams</topic><topic>Physics</topic><topic>Physics and Astronomy</topic><topic>Quantum Field Theories</topic><topic>Quantum Field Theory</topic><topic>Quantum Physics</topic><topic>Relativity Theory</topic><topic>Stability</topic><topic>String Theory</topic><topic>Three dimensional models</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Aarts, Gert</creatorcontrib><creatorcontrib>James, Frank A.</creatorcontrib><creatorcontrib>Pawlowski, Jan M.</creatorcontrib><creatorcontrib>Seiler, Erhard</creatorcontrib><creatorcontrib>Sexty, Dénes</creatorcontrib><creatorcontrib>Stamatescu, Ion-Olimpiu</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>SciTech Premium Collection</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>ProQuest - Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>The journal of high energy physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Aarts, Gert</au><au>James, Frank A.</au><au>Pawlowski, Jan M.</au><au>Seiler, Erhard</au><au>Sexty, Dénes</au><au>Stamatescu, Ion-Olimpiu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Stability of complex Langevin dynamics in effective models</atitle><jtitle>The journal of high energy physics</jtitle><stitle>J. 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bstract
The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disordered phase in the case of the three-dimensional XY model, while it appears to work in the entire phase diagram in the case of the three-dimensional SU(3) spin model. Here we analyse this difference and argue that it is due to the presence of the nontrivial Haar measure in the SU(3) case, which has a stabilizing effect on the complexified dynamics. The freedom to modify and stabilize the complex Langevin process is discussed in some detail.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><doi>10.1007/JHEP03(2013)073</doi><tpages>29</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Classical and Quantum Gravitation Computer simulation Dynamic tests Dynamics Elementary Particles High energy physics Importance sampling Lattices Phase diagrams Physics Physics and Astronomy Quantum Field Theories Quantum Field Theory Quantum Physics Relativity Theory Stability String Theory Three dimensional models |
title | Stability of complex Langevin dynamics in effective models |
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