{"id":"https://openalex.org/W2974206023","doi":"https://doi.org/10.15439/2019f242","title":"Tool-assisted Surrogate Selection for Simulation Models in Energy Systems","display_name":"Tool-assisted Surrogate Selection for Simulation Models in Energy Systems","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2974206023","doi":"https://doi.org/10.15439/2019f242","mag":"2974206023"},"language":"en","primary_location":{"id":"doi:10.15439/2019f242","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f242","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/242.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/242.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081686264","display_name":"Stephan Balduin","orcid":"https://orcid.org/0000-0002-2018-1078"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Balduin","raw_affiliation_strings":["OFFIS -Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS -Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044673197","display_name":"Frauke Oest","orcid":null},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frauke Oest","raw_affiliation_strings":["OFFIS -Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS -Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048622806","display_name":"Marita Blank-Babazadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marita Blank-Babazadeh","raw_affiliation_strings":["OFFIS -Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS -Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058290481","display_name":"Astrid Nie\u00dfe","orcid":"https://orcid.org/0000-0003-1881-9172"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Astrid Nie\u00dfe","raw_affiliation_strings":["Leibniz University Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050539850","display_name":"Sebastian Lehnhoff","orcid":"https://orcid.org/0000-0003-2340-6807"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Lehnhoff","raw_affiliation_strings":["OFFIS -Institute for Information Technology, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS -Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048622806"],"corresponding_institution_ids":["https://openalex.org/I202367325"],"apc_list":null,"apc_paid":null,"fwci":1.2022,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78535354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"185","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/surrogate-model","display_name":"Surrogate model","score":0.8034406304359436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.748397946357727},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6101781129837036},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6048407554626465},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43404027819633484},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32310453057289124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18905934691429138},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13641828298568726}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.8034406304359436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748397946357727},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6101781129837036},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6048407554626465},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43404027819633484},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32310453057289124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18905934691429138},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13641828298568726},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2019f242","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f242","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/242.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:7e5200131a4843cc9094cd42228134a0","is_oa":true,"landing_page_url":"https://doaj.org/article/7e5200131a4843cc9094cd42228134a0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 18, Pp 185-192 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2019f242","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f242","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/242.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7799999713897705,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G351224341","display_name":null,"funder_award_id":"654113","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G53012581","display_name":null,"funder_award_id":"65411","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8389257848","display_name":null,"funder_award_id":"H2020/2014-2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974206023.pdf","grobid_xml":"https://content.openalex.org/works/W2974206023.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W87152119","https://openalex.org/W1554944419","https://openalex.org/W1570448133","https://openalex.org/W1595797227","https://openalex.org/W1680652082","https://openalex.org/W1857560888","https://openalex.org/W1956520347","https://openalex.org/W1992855217","https://openalex.org/W2001842014","https://openalex.org/W2044771513","https://openalex.org/W2070745108","https://openalex.org/W2077310290","https://openalex.org/W2101234009","https://openalex.org/W2121394390","https://openalex.org/W2132254275","https://openalex.org/W2171033594","https://openalex.org/W2190890968","https://openalex.org/W2480567117","https://openalex.org/W2487770199","https://openalex.org/W2604114573","https://openalex.org/W2755602972","https://openalex.org/W3147833427","https://openalex.org/W4232483590","https://openalex.org/W4235743828","https://openalex.org/W4244943375","https://openalex.org/W4382677476","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2912622974","https://openalex.org/W2621058457","https://openalex.org/W1984204070","https://openalex.org/W2987087830","https://openalex.org/W4386421932","https://openalex.org/W4304185466","https://openalex.org/W2740350000","https://openalex.org/W2021705664","https://openalex.org/W2953306542","https://openalex.org/W2025967929"],"abstract_inverted_index":{"Surrogate":[0],"models":[1,12,82,104],"have":[2],"proved":[3],"to":[4,29,57,101],"be":[5],"a":[6,24,31,66,84,109],"suitable":[7],"replacement":[8],"for":[9],"complex":[10],"simulation":[11,103],"in":[13,26,83,91],"various":[14],"applications.":[15],"Runtime":[16],"considerations,":[17],"complexity":[18],"reduction,":[19],"and":[20,45,78,98],"privacy":[21],"concerns":[22],"play":[23],"role":[25],"the":[27,49,74,89],"decision":[28],"use":[30],"surrogate":[32,39,67,81],"model.":[33],"The":[34],"choice":[35],"of":[36,76,80],"an":[37],"appropriate":[38],"model":[40,51],"though":[41],"is":[42],"often":[43],"tedious":[44],"largely":[46],"dependent":[47],"on":[48,111],"individual":[50],"properties.":[52],"A":[53],"tool":[54,71,90],"can":[55],"help":[56],"facilitate":[58],"this":[59,62],"process.":[60],"To":[61],"end,":[63],"we":[64],"present":[65],"modeling":[68],"process":[69,75],"supporting":[70],"that":[72,106],"simplifies":[73],"generation":[77],"application":[79,93],"co-simulation":[85],"framework.":[86],"We":[87],"evaluate":[88],"our":[92],"context,":[94],"energy":[95,113],"system":[96],"co-simulation,":[97],"apply":[99],"it":[100],"different":[102],"from":[105],"domain":[107],"with":[108],"focus":[110],"decentralized":[112],"units.":[114]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}