{"id":"https://openalex.org/W3145675783","doi":"https://doi.org/10.1109/mcse.2021.3059494","title":"Jupyter in Computational Science","display_name":"Jupyter in Computational Science","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3145675783","doi":"https://doi.org/10.1109/mcse.2021.3059494","mag":"3145675783"},"language":"en","primary_location":{"id":"doi:10.1109/mcse.2021.3059494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2021.3059494","pdf_url":"https://ieeexplore.ieee.org/ielx7/5992/9387473/09387474.pdf","source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/5992/9387473/09387474.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072826207","display_name":"Hans Fangohr","orcid":"https://orcid.org/0000-0001-5494-7193"},"institutions":[{"id":"https://openalex.org/I4210149784","display_name":"Max Planck Institute for the Structure and Dynamics of Matter","ror":"https://ror.org/0411b0f77","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210149784"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hans Fangohr","raw_affiliation_strings":["Max Planck Institute for the Structure and Dynamics of Matter, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for the Structure and Dynamics of Matter, Hamburg, Germany","institution_ids":["https://openalex.org/I4210149784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027149347","display_name":"Thomas Kluyver","orcid":"https://orcid.org/0000-0003-4020-6364"},"institutions":[{"id":"https://openalex.org/I910829146","display_name":"European X-Ray Free-Electron Laser","ror":"https://ror.org/01wp2jz98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1305996414","https://openalex.org/I160013858","https://openalex.org/I2738703131","https://openalex.org/I2800235667","https://openalex.org/I2801876189","https://openalex.org/I2802499594","https://openalex.org/I4210087105","https://openalex.org/I4210097150","https://openalex.org/I4210124562","https://openalex.org/I4210132216","https://openalex.org/I4210140065","https://openalex.org/I4210142071","https://openalex.org/I4210155236","https://openalex.org/I4387152914","https://openalex.org/I4388482678","https://openalex.org/I910829146"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Kluyver","raw_affiliation_strings":["European XFEL, Schenefeld, Germany"],"affiliations":[{"raw_affiliation_string":"European XFEL, Schenefeld, Germany","institution_ids":["https://openalex.org/I910829146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075091979","display_name":"Massimo Dipierro","orcid":null},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massimo DiPierro","raw_affiliation_strings":["DePaul University, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072826207"],"corresponding_institution_ids":["https://openalex.org/I4210149784"],"apc_list":null,"apc_paid":null,"fwci":0.9799,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80140545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"2","first_page":"5","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9477999806404114,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9477999806404114,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9398000240325928,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8658450245857239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7931170463562012},{"id":"https://openalex.org/keywords/laptop","display_name":"Laptop","score":0.7484544515609741},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5295451879501343},{"id":"https://openalex.org/keywords/shell","display_name":"Shell (structure)","score":0.5108284950256348},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.48280489444732666},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4793163537979126},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44403427839279175},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.43938133120536804},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3680988550186157},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09875142574310303}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8658450245857239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7931170463562012},{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.7484544515609741},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5295451879501343},{"id":"https://openalex.org/C2781052500","wikidata":"https://www.wikidata.org/wiki/Q2230313","display_name":"Shell (structure)","level":2,"score":0.5108284950256348},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.48280489444732666},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4793163537979126},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44403427839279175},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.43938133120536804},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3680988550186157},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09875142574310303},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcse.2021.3059494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2021.3059494","pdf_url":"https://ieeexplore.ieee.org/ielx7/5992/9387473/09387474.pdf","source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},{"id":"pmh:oai:xfel.tind.io:2683","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/9387474","pdf_url":null,"source":{"id":"https://openalex.org/S7407055279","display_name":"European XFEL Publication Database","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://xfel.tind.io/record/2683","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/mcse.2021.3059494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2021.3059494","pdf_url":"https://ieeexplore.ieee.org/ielx7/5992/9387473/09387474.pdf","source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1763892998","display_name":null,"funder_award_id":"EP/N032128/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3145675783.pdf","grobid_xml":"https://content.openalex.org/works/W3145675783.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3153292769","https://openalex.org/W2045444909","https://openalex.org/W1516398359","https://openalex.org/W1901656956","https://openalex.org/W2990805456","https://openalex.org/W4239210160","https://openalex.org/W2941659365","https://openalex.org/W2376300433","https://openalex.org/W2789551765","https://openalex.org/W3081644756"],"abstract_inverted_index":{"The":[0,39,70,111],"articles":[1],"in":[2,89,102,161],"this":[3,132],"special":[4],"section":[5],"discusses":[6],"the":[7,11,47,74,77,82,143,147,162],"applications":[8],"supported":[9],"by":[10],"Jupyter":[12,112],"Notebook.":[13],"Before":[14],"notebooks,":[15],"a":[16,27,55,90,103,117,127,130,156],"scientist":[17],"working":[18],"with":[19,79,109],"Python":[20],"code,":[21],"for":[22,43],"instance,":[23],"might":[24],"have":[25],"used":[26,115,140],"mixture":[28],"of":[29,58,76,81,84],"script":[30],"files":[31,149],"and":[32,49,54,66,86,146],"code":[33,48,88],"typed":[34],"into":[35],"an":[36,153],"interactive":[37],"shell.":[38],"shell":[40,78],"is":[41,114,122],"good":[42],"rapid":[44],"experimentation,":[45],"but":[46],"results":[50],"are":[51,150],"typically":[52],"transient,":[53],"linear":[56],"record":[57],"everything":[59],"that":[60,105,135],"was":[61],"tried":[62],"would":[63],"be":[64,107,139],"long":[65],"not":[67],"very":[68],"clear.":[69],"notebook":[71,148],"interface":[72],"combines":[73],"convenience":[75],"some":[80],"benefits":[83],"saving":[85],"editing":[87],"file,":[91],"while":[92],"also":[93,138],"incorporating":[94],"results,":[95],"including":[96],"rich":[97],"output,":[98],"such":[99],"as":[100],"plots,":[101],"document":[104],"can":[106,137],"shared":[108],"others.":[110],"Notebook":[113],"through":[116],"web":[118],"browser.":[119],"Although":[120],"it":[121,136],"often":[123],"run":[124],"locally,":[125],"on":[126,152],"desktop":[128],"or":[129,160],"laptop,":[131],"design":[133],"means":[134],"remotely,":[141],"so":[142],"computation":[144],"occurs,":[145],"saved,":[151],"institutional":[154],"server,":[155],"high-performance":[157],"computing":[158],"facility":[159],"clou":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}