{"id":"https://openalex.org/W2776644488","doi":"https://doi.org/10.1177/1094342017747692","title":"The dividends of investing in computational software design: A case study","display_name":"The dividends of investing in computational software design: A case study","publication_year":2017,"publication_date":"2017-12-21","ids":{"openalex":"https://openalex.org/W2776644488","doi":"https://doi.org/10.1177/1094342017747692","mag":"2776644488"},"language":"en","primary_location":{"id":"doi:10.1177/1094342017747692","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1094342017747692","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1094342017747692","source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1094342017747692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056237959","display_name":"Anshu Dubey","orcid":"https://orcid.org/0000-0003-3299-7426"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anshu Dubey","raw_affiliation_strings":["Computation Institute, University of Chicago, Chicago, IL, USA","Flash Center for Computational Science, University of Chicago, Chicago, IL, USA","MCS, Argonne National Laboratory, Argonne, IL, USA"],"affiliations":[{"raw_affiliation_string":"Computation Institute, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Flash Center for Computational Science, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"MCS, Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074033408","display_name":"Petros Tzeferacos","orcid":"https://orcid.org/0000-0002-9042-6333"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]},{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petros Tzeferacos","raw_affiliation_strings":["Argonne National Laboratory, Chicago, IL, USA","Computation Institute, University of Chicago, Chicago, IL, USA","Department of Astronomy and Astrophysics, University of Chicago, Chicago, IL, USA","Flash Center for Computational Science, University of Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Chicago, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Computation Institute, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Department of Astronomy and Astrophysics, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Flash Center for Computational Science, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108675172","display_name":"D. Q. Lamb","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Q Lamb","raw_affiliation_strings":["Argonne National Laboratory, Chicago, IL, USA","Computation Institute, University of Chicago, Chicago, IL, USA","Department of Astronomy and Astrophysics, University of Chicago, Chicago, IL, USA","Flash Center for Computational Science, University of Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Chicago, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Computation Institute, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Department of Astronomy and Astrophysics, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Flash Center for Computational Science, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056237959"],"corresponding_institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":2.7512,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93314251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"33","issue":"2","first_page":"322","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9976000189781189,"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":0.996399998664856,"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/modular-design","display_name":"Modular design","score":0.6357022523880005},{"id":"https://openalex.org/keywords/scrutiny","display_name":"Scrutiny","score":0.6083052754402161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5941150784492493},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.514714777469635},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5132912993431091},{"id":"https://openalex.org/keywords/thermonuclear-fusion","display_name":"Thermonuclear fusion","score":0.42408889532089233},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42335280776023865},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.416159987449646},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3650297522544861},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34281623363494873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2353135645389557},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19418585300445557}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6357022523880005},{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.6083052754402161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5941150784492493},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.514714777469635},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5132912993431091},{"id":"https://openalex.org/C72260207","wikidata":"https://www.wikidata.org/wiki/Q7783221","display_name":"Thermonuclear fusion","level":3,"score":0.42408889532089233},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42335280776023865},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.416159987449646},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3650297522544861},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34281623363494873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2353135645389557},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19418585300445557},{"id":"https://openalex.org/C82706917","wikidata":"https://www.wikidata.org/wiki/Q10251","display_name":"Plasma","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1094342017747692","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1094342017747692","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1094342017747692","source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1414789","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1414789","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:osti.gov:1530581","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1530581","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"doi:10.1177/1094342017747692","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1094342017747692","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1094342017747692","source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3321727076","display_name":null,"funder_award_id":"57789","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320338284","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2776644488.pdf","grobid_xml":"https://content.openalex.org/works/W2776644488.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1846150785","https://openalex.org/W1917602020","https://openalex.org/W1976226382","https://openalex.org/W1980371330","https://openalex.org/W1984922264","https://openalex.org/W1984934121","https://openalex.org/W1996210981","https://openalex.org/W1999811156","https://openalex.org/W2014885116","https://openalex.org/W2046851247","https://openalex.org/W2048994006","https://openalex.org/W2052225309","https://openalex.org/W2054374269","https://openalex.org/W2056895237","https://openalex.org/W2058262235","https://openalex.org/W2059114448","https://openalex.org/W2060704896","https://openalex.org/W2064561723","https://openalex.org/W2069973112","https://openalex.org/W2079526818","https://openalex.org/W2080475005","https://openalex.org/W2088092680","https://openalex.org/W2089830502","https://openalex.org/W2091550601","https://openalex.org/W2099310883","https://openalex.org/W2107473305","https://openalex.org/W2107546711","https://openalex.org/W2110760914","https://openalex.org/W2117807691","https://openalex.org/W2129074234","https://openalex.org/W2165393888","https://openalex.org/W2266042800","https://openalex.org/W2296145570","https://openalex.org/W2320781488","https://openalex.org/W2340114963","https://openalex.org/W2953053371","https://openalex.org/W3098874394","https://openalex.org/W3099445724","https://openalex.org/W3099526232","https://openalex.org/W3101901570","https://openalex.org/W3103867385","https://openalex.org/W3124107621","https://openalex.org/W3124974926","https://openalex.org/W4234841290","https://openalex.org/W4251346171"],"related_works":["https://openalex.org/W1987888524","https://openalex.org/W2415594679","https://openalex.org/W2111385166","https://openalex.org/W2119108885","https://openalex.org/W3190981800","https://openalex.org/W2967105077","https://openalex.org/W2230884280","https://openalex.org/W1969053466","https://openalex.org/W2082427261","https://openalex.org/W2264921115"],"abstract_inverted_index":{"A":[0],"significant":[1],"fraction":[2],"of":[3,68,142,150,193,258,274,290],"computational":[4,175],"software":[5,29,41],"for":[6,22,36,106,182,202,235],"scientific":[7,52,69],"research":[8,104,171,181,225],"grows":[9,42],"through":[10],"accretion.":[11],"In":[12,185],"a":[13,16,20,23,65,74,95,155,190,195,256],"common":[14],"scenario,":[15],"small":[17,66],"group":[18],"develops":[19],"code":[21,157,196],"specific":[24],"purpose.":[25],"Others":[26],"find":[27],"the":[28,44,100,107,126,143,164,263,267,275,281,288],"useful,":[30],"so":[31],"they":[32,109,128],"add":[33],"to":[34,43,80,102,117,134,138,160,216,230,270],"it":[35,56,78,166,231,234],"their":[37,119,236],"own":[38,120,237],"use.":[39],"The":[40],"point":[45],"where":[46],"its":[47,296],"management":[48],"becomes":[49],"intractable":[50],"and":[51,91,200,209,219,232,251,265],"results":[53,105,127],"obtained":[54],"from":[55,222],"become":[57],"unreliable.":[58],"This":[59],"is":[60,148,153],"in":[61,213],"stark":[62],"contrast":[63],"with":[64,173],"number":[67],"codes":[70,88,98],"that":[71,154,197,261],"have":[72,89,116,227],"undergone":[73],"design":[75,259],"process,":[76],"be":[77,217],"due":[79,133],"an":[81],"upfront":[82],"investment,":[83],"or":[84],"when":[85],"haphazardly":[86],"grown":[87],"reset":[90],"started":[92],"again.":[93],"At":[94],"minimum,":[96],"these":[97],"reduce":[99],"time":[101],"obtain":[103],"communities":[108,162,172,285],"serve":[110,161],"because":[111],"individual":[112],"researchers":[113],"do":[114],"not":[115],"develop":[118],"codes.":[121],"They":[122],"provide":[123],"further":[124],"benefits;":[125],"produce":[129],"are":[130],"more":[131,144],"reproducible":[132],"greater":[135,151],"scrutiny,":[136],"leading":[137],"better":[139],"science.":[140],"One":[141],"overlooked":[145],"benefits,":[146],"which":[147],"perhaps":[149],"significance,":[152],"well-designed":[156],"can":[158,177],"expand":[159,271],"beyond":[163],"ones":[165],"was":[167,198],"designed":[168,199],"for.":[169],"Thus,":[170],"similar":[174],"requirements":[176],"symbiotically":[178],"improve":[179],"computation-based":[180],"each":[183],"other.":[184],"this":[186],"article,":[187],"we":[188],"present":[189],"case":[191],"study":[192],"FLASH,":[194,293],"developed":[201],"simulating":[203],"thermonuclear":[204],"runaways":[205],"such":[206],"as":[207],"novae":[208],"type":[210],"Ia":[211],"supernovae":[212],"astrophysics.":[214],"Designed":[215],"modular":[218],"extensible,":[220],"users":[221],"several":[223],"diverse":[224],"areas":[226],"added":[228],"capabilities":[229],"adapted":[233],"communities.":[238],"Examples":[239],"include":[240],"cosmology,":[241],"high-energy":[242],"density":[243],"physics,":[244],"core-collapse":[245],"supernovae,":[246],"star":[247],"formation,":[248],"fluid\u2013structure":[249],"interactions,":[250],"chemical":[252],"combustion.":[253],"We":[254,278],"give":[255],"summary":[257],"features":[260],"facilitated":[262],"expansion":[264],"quantify":[266,280],"effort":[268],"needed":[269],"into":[272],"some":[273],"above-mentioned":[276],"fields.":[277],"also":[279],"impact":[282],"on":[283],"different":[284],"by":[286,295],"mining":[287],"database":[289],"publications":[291],"using":[292],"collected":[294],"developers.":[297]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
