{"id":"https://openalex.org/W4417086875","doi":"https://doi.org/10.48550/arxiv.2512.04663","title":"Fermionic neural Gibbs states","display_name":"Fermionic neural Gibbs states","publication_year":2025,"publication_date":"2025-12-04","ids":{"openalex":"https://openalex.org/W4417086875","doi":"https://doi.org/10.48550/arxiv.2512.04663"},"language":null,"primary_location":{"id":"pmh:oai:arXiv.org:2512.04663","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.04663","pdf_url":"https://arxiv.org/pdf/2512.04663","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2512.04663","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023283182","display_name":"Jannes Nys","orcid":"https://orcid.org/0000-0001-7491-3660"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nys, Jannes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022164406","display_name":"Juan Carrasquilla","orcid":"https://orcid.org/0000-0001-7263-3462"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carrasquilla, Juan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023283182"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.954200029373169,"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"}},"topics":[{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.954200029373169,"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"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.016499999910593033,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10657","display_name":"Topological Materials and Phenomena","score":0.007600000128149986,"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/gibbs-state","display_name":"Gibbs state","score":0.6438999772071838},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5508000254631042},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5157999992370605},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.4659000039100647},{"id":"https://openalex.org/keywords/quantum-system","display_name":"Quantum system","score":0.43160000443458557},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4099999964237213},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.40310001373291016},{"id":"https://openalex.org/keywords/ground-state","display_name":"Ground state","score":0.3815000057220459}],"concepts":[{"id":"https://openalex.org/C2780872131","wikidata":"https://www.wikidata.org/wiki/Q5558987","display_name":"Gibbs state","level":3,"score":0.6438999772071838},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.592199981212616},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5508000254631042},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5307999849319458},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5157999992370605},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.4659000039100647},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.43160000443458557},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4099999964237213},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.40310001373291016},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.39660000801086426},{"id":"https://openalex.org/C69523127","wikidata":"https://www.wikidata.org/wiki/Q4480008","display_name":"Ground state","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.3646000027656555},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30140000581741333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3003000020980835},{"id":"https://openalex.org/C52233224","wikidata":"https://www.wikidata.org/wiki/Q44363","display_name":"Fermion","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C29310469","wikidata":"https://www.wikidata.org/wiki/Q3175122","display_name":"Thermal equilibrium","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C116672817","wikidata":"https://www.wikidata.org/wiki/Q1454986","display_name":"Physical system","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C157077121","wikidata":"https://www.wikidata.org/wiki/Q7624687","display_name":"Strongly correlated material","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2538999915122986},{"id":"https://openalex.org/C2986087423","wikidata":"https://www.wikidata.org/wiki/Q487756","display_name":"Specific heat","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2512.04663","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.04663","pdf_url":"https://arxiv.org/pdf/2512.04663","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2512.04663","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2512.04663","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2512.04663","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.04663","pdf_url":"https://arxiv.org/pdf/2512.04663","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417086875.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"introduce":[1],"fermionic":[2,95],"neural":[3],"Gibbs":[4],"states":[5],"(fNGS),":[6],"a":[7,21,45,62,85],"variational":[8],"framework":[9],"for":[10,73],"modeling":[11],"finite-temperature":[12,90],"properties":[13,91],"of":[14,52,65,79,92,103],"strongly":[15,93],"interacting":[16],"fermions.":[17],"fNGS":[18,56],"starts":[19],"from":[20],"reference":[22],"mean-field":[23],"thermofield-double":[24],"state":[25],"and":[26],"uses":[27],"neural-network":[28,101],"transformations":[29],"together":[30],"with":[31,100],"imaginary-time":[32],"evolution":[33],"to":[34,40,88],"systematically":[35],"build":[36],"strong":[37,53],"correlations.":[38],"Applied":[39],"the":[41,77],"doped":[42],"Fermi-Hubbard":[43],"model,":[44],"minimal":[46],"lattice":[47],"model":[48],"capturing":[49],"essential":[50],"features":[51],"electronic":[54],"correlations,":[55],"accurately":[57],"reproduces":[58],"thermal":[59],"energies":[60],"over":[61],"broad":[63],"range":[64],"temperatures,":[66],"interaction":[67],"strengths,":[68],"even":[69],"at":[70],"large":[71],"dopings,":[72],"system":[74],"sizes":[75],"beyond":[76,97],"reach":[78],"exact":[80],"methods.":[81],"These":[82],"results":[83],"demonstrate":[84],"scalable":[86],"route":[87],"studying":[89],"correlated":[94],"systems":[96],"one":[98],"dimension":[99],"representations":[102],"quantum":[104],"states.":[105]},"counts_by_year":[],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-12-06T00:00:00"}
