{"id":"https://openalex.org/W7134072049","doi":"https://doi.org/10.48550/arxiv.2603.04924","title":"Rethinking Reproducibility in the Classical (HPC)-Quantum Era: Toward Workflow-Centered Science","display_name":"Rethinking Reproducibility in the Classical (HPC)-Quantum Era: Toward Workflow-Centered Science","publication_year":2026,"publication_date":"2026-03-05","ids":{"openalex":"https://openalex.org/W7134072049","doi":"https://doi.org/10.48550/arxiv.2603.04924"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2603.04924","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128233538","display_name":"Anna Vrtiak","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vrtiak, Anna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128257546","display_name":"Duuk Baten","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baten, Duuk","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5041910704","display_name":"Ariana Torres\u2010Knoop","orcid":"https://orcid.org/0000-0001-8976-2965"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Torres-Knoop, Ariana","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5128233538"],"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.007799999788403511,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6646999716758728},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5454000234603882},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4896000027656555},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4453999996185303},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3977999985218048},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3625999987125397},{"id":"https://openalex.org/keywords/scientific-discovery","display_name":"Scientific discovery","score":0.3596000075340271},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.3481999933719635}],"concepts":[{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6646999716758728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168000102043152},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5454000234603882},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47450000047683716},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4453999996185303},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4140999913215637},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3977999985218048},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3625999987125397},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.3596000075340271},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C195732255","wikidata":"https://www.wikidata.org/wiki/Q981008","display_name":"Sociology of scientific knowledge","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C23213167","wikidata":"https://www.wikidata.org/wiki/Q2351730","display_name":"Scientific progress","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.27390000224113464},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.25600001215934753}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2603.04924","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},{"id":"doi:10.48550/arxiv.2603.04924","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.04924","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:doi:10.48550/arxiv.2603.04924","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},"sustainable_development_goals":[{"score":0.6489250063896179,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Scientific":[0],"knowledge":[1,176,193],"increasingly":[2],"depends":[3],"on":[4],"complex":[5],"computational":[6,19,55,137],"processes":[7],"where":[8,114],"both":[9,162],"hardware":[10,76],"and":[11,64,83,104,165],"software":[12],"layers":[13],"can":[14],"influence":[15],"research":[16,81],"outcomes.":[17],"As":[18],"complexity":[20,179],"grows,":[21],"classical-quantum":[22],"integration":[23,109,127],"provides":[24],"a":[25,36,111,130,141,170],"lens":[26],"for":[27,174],"examining":[28],"how":[29],"the":[30,54,124,136,147],"scientific":[31,40,155,175,192],"method":[32],"adapts,":[33],"particularly":[34],"regarding":[35],"foundational":[37],"principle":[38],"of":[39,48,149],"validation":[41],"-":[42],"reproducibility.":[43],"Building":[44],"upon":[45],"previous":[46],"warnings":[47],"an":[49],"ongoing":[50],"reproducibility":[51,73,116],"crisis":[52],"in":[53,190],"context,":[56],"this":[57,188],"paper":[58],"examines":[59],"challenges":[60],"across":[61,135],"classical":[62],"(HPC)":[63],"quantum":[65],"computing.":[66],"Despite":[67],"its":[68],"deterministic":[69],"nature,":[70],"HPC":[71],"faces":[72],"threats":[74],"from":[75],"dependencies,":[77],"documentation":[78],"inadequacies,":[79],"disincentivizing":[80],"culture":[82],"infrastructure":[84,121],"variation.":[85],"Quantum":[86,126],"computing,":[87],"at":[88],"low":[89],"technological":[90],"maturity,":[91],"amplifies":[92],"some":[93],"challenges,":[94],"while":[95],"creating":[96],"new":[97],"ones":[98],"through":[99],"probabilistic":[100],"outputs,":[101],"hardware-specific":[102],"noise,":[103],"tight":[105],"software-hardware":[106],"coupling.":[107],"Classical-quantum":[108],"reveals":[110],"telling":[112],"pattern,":[113],"current":[115],"frameworks":[117],"prove":[118],"inadequate,":[119],"as":[120,129],"blends":[122],"with":[123],"results.":[125],"serves":[128],"catalyst":[131],"exposing":[132],"methodological":[133],"limitations":[134],"domain.":[138],"We":[139],"propose":[140],"workflow-centered":[142,154],"path":[143,184],"forward,":[144],"pointing":[145],"to":[146],"value":[148],"gradual":[150],"cultural":[151],"shift":[152],"toward":[153],"practice.":[156],"By":[157],"developing":[158],"meta-workflows":[159],"that":[160,177],"document":[161],"process":[163],"abstractions":[164],"implementation":[166],"contexts,":[167],"we":[168],"create":[169],"more":[171],"robust":[172],"foundation":[173],"acknowledges":[178],"without":[180],"sacrificing":[181],"rigor.":[182],"The":[183],"forward":[185],"involves":[186],"embracing":[187],"evolution":[189],"understanding":[191],"rather":[194],"than":[195],"resisting":[196],"it":[197]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-03-07T00:00:00"}
