{"id":"https://openalex.org/W2308575297","doi":"https://doi.org/10.2312/envirvis.20151088","title":"Towards Interactive Definition of Fast Surrogate Models for Geochemical Simulations Using Visual Analysis","display_name":"Towards Interactive Definition of Fast Surrogate Models for Geochemical Simulations Using Visual Analysis","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2308575297","doi":"https://doi.org/10.2312/envirvis.20151088","mag":"2308575297"},"language":"en","primary_location":{"id":"pmh:oai:gfzpublic.gfz-potsdam.de:item_1030909","is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909_8/component/file_1612893/1030909.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papers / Workshop on Visualisation in Environmental Sciences (EnvirVis)","raw_type":"info:eu-repo/semantics/bookPart"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909_8/component/file_1612893/1030909.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039679352","display_name":"J\u0101nis J\u0101tnieks","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jatnieks, Janis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067631224","display_name":"Mike Sips","orcid":"https://orcid.org/0000-0003-3941-7092"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sips, Mike","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006554430","display_name":"Marco De Lucia","orcid":"https://orcid.org/0000-0002-1186-4491"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucia, Marco De","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065053120","display_name":"Doris Dransch","orcid":"https://orcid.org/0000-0003-0839-8167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dransch, Doris","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039679352"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9610000252723694,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9323999881744385,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5511878132820129},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3310411870479584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5511878132820129},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3310411870479584}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:gfzpublic.gfz-potsdam.de:item_1030909","is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909_8/component/file_1612893/1030909.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papers / Workshop on Visualisation in Environmental Sciences (EnvirVis)","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:gfz-potsdam.de:escidoc:1030909","is_oa":false,"landing_page_url":"http://gfzpublic.gfz-potsdam.de/pubman/item/escidoc:1030909","pdf_url":null,"source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papers / Workshop on Visualisation in Environmental Sciences (EnvirVis)","raw_type":"http://purl.org/eprint/type/BookItem"},{"id":"pmh:oai:gfzpublic.gfz.de:item_1030909","is_oa":false,"landing_page_url":"https://gfzpublic.gfz.de/pubman/item/item_1030909","pdf_url":null,"source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Eurographics Digital Library","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"doi:10.2312/envirvis.20151088","is_oa":true,"landing_page_url":"https://doi.org/10.2312/envirvis.20151088","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2308575297","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/vissym/envirvis2015.html#JatnieksSLD15","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:gfzpublic.gfz-potsdam.de:item_1030909","is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_1030909_8/component/file_1612893/1030909.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papers / Workshop on Visualisation in Environmental Sciences (EnvirVis)","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7300000190734863,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2308575297.pdf","grobid_xml":"https://content.openalex.org/works/W2308575297.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2746909397","https://openalex.org/W3144399780","https://openalex.org/W1955221261","https://openalex.org/W3147823978","https://openalex.org/W2285813953","https://openalex.org/W2341114459","https://openalex.org/W3044400149","https://openalex.org/W2045327123","https://openalex.org/W2221538021","https://openalex.org/W2544835133","https://openalex.org/W2906822772","https://openalex.org/W2315403146","https://openalex.org/W2460069113","https://openalex.org/W2283133009","https://openalex.org/W10804081","https://openalex.org/W2291157331","https://openalex.org/W1932560","https://openalex.org/W929364633","https://openalex.org/W2494485528","https://openalex.org/W2331854382"],"abstract_inverted_index":{"Geochemical":[0],"models":[1,18,117],"serve":[2],"wide-ranging":[3],"geoscientific":[4],"applications":[5],"for":[6,29,44,82,122],"underground":[7],"resource":[8],"exploitation,":[9],"aquifer":[10],"remediation,":[11],"gas":[12],"storage":[13],"and":[14,51,63,118],"similar":[15],"problems.":[16],"Such":[17],"are":[19],"time":[20],"consuming":[21],"to":[22,55,80,88],"calculate.":[23],"Replacing":[24],"the":[25,56,93,102,108],"fullcapability":[26],"simulation":[27,114],"model,":[28],"each":[30],"element":[31],"of":[32,49,96,101,111],"spatial":[33],"discretization,":[34],"with":[35,125],"a":[36,40,77,120],"fast":[37],"surrogate":[38,57,103,116],"is":[39,64],"promising":[41],"acceleration":[42],"approach":[43,59],"this":[45,69,84],"problem.":[46],"The":[47],"balancing":[48],"speed":[50],"accuracy":[52],"trade-off":[53],"inherent":[54],"modeling":[58],"requires":[60],"expert":[61,90],"involvement":[62],"best":[65],"supported":[66],"interactively.":[67],"In":[68],"paper":[70],"we":[71],"argue":[72],"that":[73],"Visual":[74,126],"Analysis":[75],"has":[76],"prominent":[78],"role":[79],"play":[81],"facilitating":[83],"process.":[85,105],"It":[86],"allows":[87],"involve":[89],"knowledge":[91],"regarding":[92],"specific":[94],"characteristics":[95],"application":[97],"scenario":[98],"as":[99],"part":[100],"creation":[104],"We":[106],"describe":[107],"core":[109],"problem":[110],"accelerating":[112],"geochemical":[113],"by":[115],"outline":[119],"strategy":[121],"approaching":[123],"it":[124],"Analysis.":[127]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
