{"id":"https://openalex.org/W7225270478","doi":"https://doi.org/10.48550/arxiv.2611.04919","title":"Transferable Lindblad Variational Ansatz for Accelerated Steady-State Preparation","display_name":"Transferable Lindblad Variational Ansatz for Accelerated Steady-State Preparation","publication_year":2026,"publication_date":"2026-11-03","ids":{"openalex":"https://openalex.org/W7225270478","doi":"https://doi.org/10.48550/arxiv.2611.04919"},"language":"en","primary_location":{"id":"doi:10.48550/arxiv.2611.04919","doi":"https://doi.org/10.48550/arxiv.2611.04919","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2611.04919","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2611.04919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102546365","display_name":"Yun-Zhuo Fan","orcid":"https://orcid.org/0009-0005-0548-7780","observed_orcids":["https://orcid.org/0009-0005-0548-7780"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan, Yun-Zhuo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5160601503","display_name":"Dan-Bo Zhang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Dan-Bo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.8955000042915344,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.8955000042915344,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.09470000118017197,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.0020000000949949026,"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/open-quantum-systems","display_name":"open quantum systems","score":0.9860000014305115},{"id":"https://openalex.org/keywords/product-formula","display_name":"product formula","score":0.5540000200271606},{"id":"https://openalex.org/keywords/dissipative-dynamics","display_name":"dissipative dynamics","score":0.5730000138282776},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.46700000762939453},{"id":"https://openalex.org/keywords/ising-chain","display_name":"Ising chain","score":0.6980000138282776},{"id":"https://openalex.org/keywords/heisenberg-spin-chain","display_name":"Heisenberg spin chain","score":0.949999988079071},{"id":"https://openalex.org/keywords/trotter-formula","display_name":"Trotter formula","score":0.6179999709129333},{"id":"https://openalex.org/keywords/non-equilibrium-steady-state","display_name":"nonequilibrium steady states","score":0.699999988079071}],"concepts":[{"id":"https://openalex.org/C99692599","wikidata":"https://www.wikidata.org/wiki/Q596577","display_name":"Dissipative system","level":2,"score":0.7041000127792358},{"id":"https://openalex.org/C130979935","wikidata":"https://www.wikidata.org/wiki/Q568954","display_name":"Ansatz","level":2,"score":0.703000009059906},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.6498000025749207},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5090000033378601},{"id":"https://openalex.org/C201665358","wikidata":"https://www.wikidata.org/wiki/Q899196","display_name":"Heisenberg model","level":3,"score":0.4221000075340271},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4221000075340271},{"id":"https://openalex.org/C51329190","wikidata":"https://www.wikidata.org/wiki/Q1076349","display_name":"Ising model","level":2,"score":0.41440001130104065},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.3959999978542328},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.38510000705718994},{"id":"https://openalex.org/C74859849","wikidata":"https://www.wikidata.org/wiki/Q2466686","display_name":"Non-equilibrium thermodynamics","level":2,"score":0.38449999690055847},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.3659999966621399},{"id":"https://openalex.org/C194975256","wikidata":"https://www.wikidata.org/wiki/Q7269039","display_name":"Quantum dissipation","level":3,"score":0.3508000075817108},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.3424000144004822},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.32429999113082886},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3138999938964844},{"id":"https://openalex.org/C190474826","wikidata":"https://www.wikidata.org/wiki/Q2495111","display_name":"Open quantum system","level":3,"score":0.30570000410079956},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2685999870300293},{"id":"https://openalex.org/C15184713","wikidata":"https://www.wikidata.org/wiki/Q7269042","display_name":"Quantum dynamics","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C43682372","wikidata":"https://www.wikidata.org/wiki/Q7269080","display_name":"Quantum operation","level":4,"score":0.2630000114440918},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.2565000057220459},{"id":"https://openalex.org/C122527463","wikidata":"https://www.wikidata.org/wiki/Q578430","display_name":"Quantum decoherence","level":3,"score":0.25519999861717224},{"id":"https://openalex.org/C15627037","wikidata":"https://www.wikidata.org/wiki/Q541961","display_name":"Classification of discontinuities","level":2,"score":0.2508000135421753},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2611.04919","doi":"https://doi.org/10.48550/arxiv.2611.04919","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2611.04919","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2611.04919","doi":"https://doi.org/10.48550/arxiv.2611.04919","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2611.04919","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2769313215","https://openalex.org/W7168172261","https://openalex.org/W3153153333","https://openalex.org/W4414384987","https://openalex.org/W7114897295","https://openalex.org/W4380302924","https://openalex.org/W4390046494","https://openalex.org/W2916528205","https://openalex.org/W4391780111","https://openalex.org/W7114781829"],"abstract_inverted_index":{"Open":[0],"quantum":[1,14,74,142,158],"systems":[2,150],"naturally":[3],"relax":[4],"toward":[5],"steady":[6],"states":[7],"that":[8,40,121,144],"underpin":[9],"diverse":[10],"nonequilibrium":[11],"phenomena":[12],"and":[13,21,62,84,103,153],"technologies.":[15],"We":[16,76],"independently":[17],"control":[18],"the":[19,35,117,122],"coherent":[20],"dissipative":[22,124],"constituents":[23],"of":[24,55],"a":[25,30,80,85,138],"Lindblad":[26,36],"generator":[27,98],"to":[28,59,64,131,140],"construct":[29],"variational":[31,37],"product":[32],"formula,":[33],"termed":[34],"ansatz":[38],"(LVA),":[39],"accelerates":[41],"steady-state":[42],"preparation":[43,50,94],"over":[44],"natural":[45],"relaxation":[46],"through":[47],"an":[48],"optimized":[49],"path.":[51],"The":[52,107],"protocol":[53],"consists":[54],"small-system":[56],"learning,":[57],"continuation":[58],"greater":[60],"depth,":[61],"transfer":[63],"larger":[65,157],"systems,":[66],"followed":[67],"when":[68],"needed":[69],"by":[70],"reference-free":[71],"post-training":[72],"on":[73,148,156],"simulators.":[75],"demonstrate":[77],"LVA":[78],"in":[79],"bulk-dissipative":[81],"Ising":[82],"chain":[83],"boundary-driven":[86],"Heisenberg":[87],"chain,":[88],"where":[89],"transferred":[90],"protocols":[91],"achieve":[92],"matched":[93],"accuracies":[95],"with":[96,151],"fewer":[97],"blocks":[99],"than":[100],"time-optimized":[101],"first-":[102],"second-order":[104],"Trotter":[105],"formulas.":[106],"acceleration":[108],"arises":[109],"from":[110],"coordinated":[111],"endpoint":[112],"preparation:":[113],"earlier":[114],"controls":[115],"shape":[116],"dissipative-mode":[118],"amplitudes":[119],"so":[120],"final":[123],"step":[125],"brings":[126],"multiple":[127],"components":[128],"simultaneously":[129],"close":[130],"their":[132],"target":[133],"values.":[134],"Our":[135],"results":[136],"suggest":[137],"route":[139],"open-system":[141],"simulation":[143],"combines":[145],"classical":[146],"training":[147],"small":[149],"deployment":[152],"optional":[154],"refinement":[155],"devices.":[159]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-05T00:00:00"}