{"id":"https://openalex.org/W2883938121","doi":"https://doi.org/10.48550/arxiv.1807.05252","title":"The Dune Python Module","display_name":"The Dune Python Module","publication_year":2018,"publication_date":"2018-07-13","ids":{"openalex":"https://openalex.org/W2883938121","doi":"https://doi.org/10.48550/arxiv.1807.05252","mag":"2883938121"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1807.05252","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1807.05252","pdf_url":"https://arxiv.org/pdf/1807.05252","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1807.05252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007929651","display_name":"Andreas Dedner","orcid":"https://orcid.org/0000-0003-4387-9791","observed_orcids":["https://orcid.org/0000-0003-4387-9791"]},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dedner, Andreas","raw_affiliation_strings":["University of Warwick , UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Warwick , UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080650671","display_name":"Martin Nolte","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nolte, Martin","raw_affiliation_strings":["University of Freiburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Freiburg , Germany","institution_ids":["https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":14,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.8618000149726868,"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":0.8618000149726868,"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/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.0957999974489212,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13286","display_name":"Modeling and Simulation Systems","score":0.007000000216066837,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/python-interface","display_name":"Python interface","score":0.9010000228881836},{"id":"https://openalex.org/keywords/partial-differential-equations","display_name":"partial differential equations","score":0.7950000166893005},{"id":"https://openalex.org/keywords/just-in-time-compilation","display_name":"just-in-time compilation","score":0.8539999723434448},{"id":"https://openalex.org/keywords/grid-interface","display_name":"grid interface","score":0.6970000267028809}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9604111909866333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7050586938858032},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6268545389175415},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6260538101196289},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4015546441078186},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3216012716293335},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.16909772157669067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14855310320854187}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:1807.05252","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1807.05252","pdf_url":"https://arxiv.org/pdf/1807.05252","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2883938121","doi":null,"is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1807.05252","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1807.05252","doi":"https://doi.org/10.48550/arxiv.1807.05252","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1807.05252","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":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1807.05252","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1807.05252","pdf_url":"https://arxiv.org/pdf/1807.05252","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1488071155","https://openalex.org/W2082187902","https://openalex.org/W2102635728","https://openalex.org/W2147229895","https://openalex.org/W2168522485","https://openalex.org/W2212370034","https://openalex.org/W2398703634"],"related_works":["https://openalex.org/W2096065504","https://openalex.org/W2107979247","https://openalex.org/W2102635728","https://openalex.org/W3208646589","https://openalex.org/W73123583","https://openalex.org/W3104566386","https://openalex.org/W2963558008","https://openalex.org/W2963022456","https://openalex.org/W2615493236","https://openalex.org/W2095128053","https://openalex.org/W2765877425","https://openalex.org/W2898128159","https://openalex.org/W3153821624","https://openalex.org/W2761434131","https://openalex.org/W2889574313","https://openalex.org/W2015301146","https://openalex.org/W1496835330","https://openalex.org/W1599798327","https://openalex.org/W2106111544","https://openalex.org/W3203610579"],"abstract_inverted_index":{"In":[0,65,140],"this":[1,30,175],"paper":[2,176],"we":[3,69],"present":[4],"the":[5,14,37,57,61,66,72,94,118,124,128,153,163],"new":[6,31],"Dune-Python":[7],"module":[8,32],"which":[9,17,89],"provides":[10],"Python":[11,88,125,129,154,188],"bindings":[12,55,165],"for":[13,22,40,56,120,148,158,166,177,190,195],"Dune":[15,121,168,180],"core,":[16],"is":[18,33,77,96,106,114],"a":[19,81,100,132,167,186],"C++":[20,101,138],"environment":[21,126,189],"solving":[23,196],"partial":[24,197],"differential":[25,198],"equations.":[26,199],"The":[27,156],"aim":[28,76],"of":[29,43,60,144],"to":[34,53,78,123,136],"firstly":[35],"provide":[36,54,131],"general":[38],"infrastructure":[39,157],"exporting":[41,159],"realizations":[42],"statically":[44],"polymorphic":[45],"interfaces":[46,59,146,161],"based":[47,193],"on":[48,71,152],"just-in-time":[49],"compilation":[50],"and":[51,108,162,182],"secondly":[52],"central":[58],"dune":[62],"core":[63],"modules.":[64],"first":[67],"release":[68],"focus":[70],"grid":[73,169,192],"interface.":[74],"Our":[75],"only":[79],"introduce":[80],"thin":[82],"layer":[83],"when":[84,93],"passing":[85],"objects":[86],"into":[87,99],"can":[90],"be":[91],"removed":[92],"object":[95],"passed":[97],"back":[98],"algorithm.":[102],"Thus":[103],"no":[104],"efficiency":[105],"lost":[107],"little":[109],"additional":[110],"code":[111,151],"maintenance":[112],"cost":[113],"incurred.":[115],"To":[116],"make":[117],"transition":[119],"users":[122,181],"straightforward":[127],"classes":[130],"very":[133],"similar":[134],"interface":[135],"their":[137],"counterparts.":[139],"addition,":[141],"vectorized":[142],"versions":[143],"many":[145],"allow":[147],"more":[149],"efficient":[150],"side.":[155],"these":[160],"resulting":[164],"are":[170],"explained":[171],"in":[172,174,185],"detail":[173],"both":[178],"experienced":[179],"others":[183],"interested":[184],"flexible":[187],"implementing":[191],"schemes":[194]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}