{"id":"https://openalex.org/W7092193276","doi":"https://doi.org/10.25080/nwuf8465","title":"Reproducible Machine Learning Workflows for Scientists with Pixi","display_name":"Reproducible Machine Learning Workflows for Scientists with Pixi","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W7092193276","doi":"https://doi.org/10.25080/nwuf8465"},"language":null,"primary_location":{"id":"doi:10.25080/nwuf8465","is_oa":true,"landing_page_url":"https://doi.org/10.25080/nwuf8465","pdf_url":null,"source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.25080/nwuf8465","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Matthew Feickert","orcid":"https://orcid.org/0000-0003-4124-7862"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Feickert","raw_affiliation_strings":["University of Wisconsin\u2013Madison"],"raw_orcid":"https://orcid.org/0000-0003-4124-7862","affiliations":[{"raw_affiliation_string":"University of Wisconsin\u2013Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruben Arts","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146050","display_name":"Qfix (United States)","ror":"https://ror.org/03sanww46","country_code":"US","type":"company","lineage":["https://openalex.org/I4210146050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruben Arts","raw_affiliation_strings":["Prefix.dev"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prefix.dev","institution_ids":["https://openalex.org/I4210146050"]}]},{"author_position":"last","author":{"id":null,"display_name":"John Kirkham","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Kirkham","raw_affiliation_strings":["NVIDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68511736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"232","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9745000004768372,"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":0.9745000004768372,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.00839999970048666,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6690000295639038},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5134999752044678},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.40939998626708984},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.3327000141143799},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.31630000472068787},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.31630000472068787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810999751091003},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6690000295639038},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5827000141143799},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5134999752044678},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.40939998626708984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35690000653266907},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33469998836517334},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.3327000141143799},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.31630000472068787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31130000948905945},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.3073999881744385},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2849999964237213},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.27309998869895935},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/nwuf8465","is_oa":true,"landing_page_url":"https://doi.org/10.25080/nwuf8465","pdf_url":null,"source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/nwuf8465","is_oa":true,"landing_page_url":"https://doi.org/10.25080/nwuf8465","pdf_url":null,"source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2028499920","https://openalex.org/W2532592438","https://openalex.org/W6931422085","https://openalex.org/W6968667223"],"related_works":[],"abstract_inverted_index":{"Scientific":[0],"researchers":[1],"need":[2],"reproducible":[3],"software":[4],"environments":[5],"for":[6,30,38],"complex":[7],"applications":[8],"that":[9],"can":[10],"run":[11],"across":[12],"heterogeneous":[13],"computing":[14],"platforms.":[15],"Modern":[16],"open":[17],"source":[18],"tools,":[19],"like":[20],"Pixi":[21],"and":[22],"the":[23],"CUDA":[24],"conda-forge":[25],"packages,":[26],"provide":[27],"reproducibility":[28],"solutions":[29],"while":[31],"providing":[32],"high":[33],"level":[34],"semantics":[35],"well":[36],"suited":[37],"researchers.":[39]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-17T00:00:00"}
