{"id":"https://openalex.org/W2964210765","doi":"https://doi.org/10.1109/tpds.2018.2848618","title":"PEPS++: Towards Extreme-Scale Simulations of Strongly Correlated Quantum Many-Particle Models on Sunway TaihuLight","display_name":"PEPS++: Towards Extreme-Scale Simulations of Strongly Correlated Quantum Many-Particle Models on Sunway TaihuLight","publication_year":2018,"publication_date":"2018-06-19","ids":{"openalex":"https://openalex.org/W2964210765","doi":"https://doi.org/10.1109/tpds.2018.2848618","mag":"2964210765"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2018.2848618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2018.2848618","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036793185","display_name":"Lixin He","orcid":"https://orcid.org/0000-0003-2050-134X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lixin He","raw_affiliation_strings":["CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085758579","display_name":"Hong An","orcid":"https://orcid.org/0000-0002-3900-3722"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong An","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005718995","display_name":"Chao Yang","orcid":"https://orcid.org/0000-0001-7426-6248"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yang","raw_affiliation_strings":["CCSE & CAPT, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7426-6248","affiliations":[{"raw_affiliation_string":"CCSE & CAPT, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455941","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0003-1871-1022"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["National Research Center of Parallel Computer Engineering and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Center of Parallel Computer Engineering and Technology, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101436158","display_name":"Junshi Chen","orcid":"https://orcid.org/0000-0002-6487-3658"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junshi Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407071","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-9460-7932"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021471618","display_name":"Weihao Liang","orcid":"https://orcid.org/0000-0002-8903-5490"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Liang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049111591","display_name":"Shaojun Dong","orcid":"https://orcid.org/0000-0003-0139-2096"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaojun Dong","raw_affiliation_strings":["CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040022217","display_name":"Qiao Sun","orcid":"https://orcid.org/0000-0002-8770-7847"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao Sun","raw_affiliation_strings":["Institute of Software, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108198361","display_name":"Wenting Han","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenting Han","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-4706-6440","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100616408","display_name":"Wen-Yuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyuan Liu","raw_affiliation_strings":["CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089451820","display_name":"Yong\u2010Jian Han","orcid":"https://orcid.org/0000-0002-4706-6440"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjian Han","raw_affiliation_strings":["CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050473093","display_name":"Wenjun Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Yao","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5036793185"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.8537,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8660694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"29","issue":"12","first_page":"2838","last_page":"2848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10037","display_name":"Physics of Superconductivity and Magnetism","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10037","display_name":"Physics of Superconductivity and Magnetism","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11682","display_name":"Advanced Condensed Matter Physics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5710629224777222},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5440253019332886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5247254967689514},{"id":"https://openalex.org/keywords/petascale-computing","display_name":"Petascale computing","score":0.4396357536315918},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4018459916114807},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2999535799026489}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5710629224777222},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5440253019332886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5247254967689514},{"id":"https://openalex.org/C185410017","wikidata":"https://www.wikidata.org/wiki/Q7171778","display_name":"Petascale computing","level":3,"score":0.4396357536315918},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4018459916114807},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2999535799026489},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2018.2848618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2018.2848618","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G3735598919","display_name":null,"funder_award_id":"2016YFB0201902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6010298044","display_name":null,"funder_award_id":"91530323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8177551447","display_name":null,"funder_award_id":"2016YFB0201202","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W210903271","https://openalex.org/W1543736766","https://openalex.org/W1570334424","https://openalex.org/W1973663126","https://openalex.org/W1988150410","https://openalex.org/W2002735620","https://openalex.org/W2010492822","https://openalex.org/W2015446478","https://openalex.org/W2017474131","https://openalex.org/W2018259456","https://openalex.org/W2023789804","https://openalex.org/W2024689496","https://openalex.org/W2026444402","https://openalex.org/W2029100014","https://openalex.org/W2035298342","https://openalex.org/W2037768897","https://openalex.org/W2043563422","https://openalex.org/W2056755147","https://openalex.org/W2061503517","https://openalex.org/W2073061372","https://openalex.org/W2074814947","https://openalex.org/W2079066236","https://openalex.org/W2091393784","https://openalex.org/W2096391265","https://openalex.org/W2122816100","https://openalex.org/W2135273380","https://openalex.org/W2136035771","https://openalex.org/W2141708961","https://openalex.org/W2149354085","https://openalex.org/W2256298911","https://openalex.org/W2348656099","https://openalex.org/W2475126267","https://openalex.org/W2530848289","https://openalex.org/W2535048027","https://openalex.org/W2557654638","https://openalex.org/W3012936479","https://openalex.org/W3099800406","https://openalex.org/W3101772659","https://openalex.org/W3103406660","https://openalex.org/W3103713775","https://openalex.org/W4235384963","https://openalex.org/W4388396319","https://openalex.org/W6634180991"],"related_works":["https://openalex.org/W4307656122","https://openalex.org/W2087210673","https://openalex.org/W2080435752","https://openalex.org/W4232104505","https://openalex.org/W4302012837","https://openalex.org/W2093696462","https://openalex.org/W1662185933","https://openalex.org/W2142421493","https://openalex.org/W1500804266","https://openalex.org/W1530316177"],"abstract_inverted_index":{"The":[0],"study":[1],"of":[2,19,120,139],"strongly":[3,44,102,122],"frustrated":[4,39,103],"magnetic":[5,40],"systems":[6,41],"has":[7],"drawn":[8],"great":[9],"attentions":[10],"from":[11],"both":[12],"theoretical":[13],"and":[14,42,62,87,95,132],"experimental":[15],"physics.":[16],"Efficient":[17],"simulations":[18],"these":[20,53],"models":[21,54],"are":[22],"essential":[23],"for":[24,37,83],"understanding":[25],"their":[26],"exotic":[27],"properties.":[28],"Here":[29],"we":[30],"present":[31],"PEPS++,":[32],"a":[33,77,100],"novel":[34],"computational":[35],"paradigm":[36],"simulating":[38,121],"other":[43],"correlated":[45,123],"quantum":[46,124],"many-body":[47,125],"systems.":[48],"PEPS++":[49,71,116],"can":[50],"accurately":[51],"solve":[52],"at":[55,127],"the":[56,118,136,140],"extreme":[57],"scale":[58],"with":[59,111,130],"low":[60],"cost":[61],"high":[63],"scalability":[64],"on":[65,72,76],"modern":[66],"heterogeneous":[67],"supercomputers.":[68],"We":[69],"implement":[70],"Sunway":[73],"TaihuLight":[74],"based":[75],"carefully":[78],"designed":[79],"tensor":[80,96],"computation":[81],"library":[82],"manipulating":[84],"high-rank":[85],"tensors":[86],"optimize":[88],"it":[89],"by":[90],"invoking":[91],"various":[92],"high-performance":[93],"matrix":[94],"operations.":[97],"By":[98],"solving":[99],"2D":[101],"<inline-formula>":[104],"<tex-math":[105],"notation=\"LaTeX\">$J_1$</tex-math></inline-formula>":[106],"-":[107],"<inline-formula><tex-math":[108],"notation=\"LaTeX\">$J_2$</tex-math></inline-formula>":[109],"model":[110],"over":[112],"ten":[113],"million":[114],"cores,":[115],"demonstrates":[117],"capability":[119],"problems":[126],"unprecedented":[128],"scales":[129],"accuracy":[131],"time-to-solution":[133],"far":[134],"beyond":[135],"previous":[137],"state":[138],"art.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}