{"id":"https://openalex.org/W4405196415","doi":"https://doi.org/10.1007/s00502-024-01296-9","title":"Accelerating quasi-static time series simulations with foundation models","display_name":"Accelerating quasi-static time series simulations with foundation models","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4405196415","doi":"https://doi.org/10.1007/s00502-024-01296-9"},"language":"en","primary_location":{"id":"doi:10.1007/s00502-024-01296-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00502-024-01296-9","pdf_url":null,"source":{"id":"https://openalex.org/S36874608","display_name":"e+i Elektrotechnik und Informationstechnik","issn_l":"0932-383X","issn":["0932-383X","1613-7620"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"e+i Elektrotechnik und Informationstechnik","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/242459","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063992646","display_name":"Alban Puech","orcid":"https://orcid.org/0009-0007-5445-9430"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Alban Puech","raw_affiliation_strings":["Ecole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","IBM Research\u2014Europe, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0009-0007-5445-9430","affiliations":[{"raw_affiliation_string":"Ecole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"IBM Research\u2014Europe, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004878853","display_name":"Fran\u00e7ois Mirall\u00e8s","orcid":null},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Mirall\u00e8s","raw_affiliation_strings":["Hydro-Qu\u00e9bec Research Center, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Qu\u00e9bec Research Center, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041955112","display_name":"Jonas Wei\u00df","orcid":"https://orcid.org/0000-0001-7915-2434"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jonas Weiss","raw_affiliation_strings":["IBM Research\u2014Europe, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research\u2014Europe, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057543556","display_name":"Vincent Mai","orcid":"https://orcid.org/0000-0003-2823-504X"},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vincent Mai","raw_affiliation_strings":["Hydro-Qu\u00e9bec Research Center, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Qu\u00e9bec Research Center, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109727505","display_name":"Alexandre Blondin Mass\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandre Blondin Mass\u00e9","raw_affiliation_strings":["Hydro-Qu\u00e9bec Research Center, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Qu\u00e9bec Research Center, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069527531","display_name":"Martin De Montigny","orcid":null},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin de Montigny","raw_affiliation_strings":["Hydro-Qu\u00e9bec Research Center, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Qu\u00e9bec Research Center, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034679430","display_name":"Thomas Brunschwiler","orcid":"https://orcid.org/0000-0002-7254-3405"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas Brunschwiler","raw_affiliation_strings":["IBM Research\u2014Europe, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research\u2014Europe, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048701479","display_name":"Hendrik F. Hamann","orcid":"https://orcid.org/0000-0001-9049-1330"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hendrik F. Hamann","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063992646"],"corresponding_institution_ids":["https://openalex.org/I4210126328","https://openalex.org/I5124864"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19537916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"141","issue":"7-8","first_page":"451","last_page":"457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346007823944092},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.7182467579841614},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5815781354904175},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5267398357391357},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5113160610198975},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45442086458206177},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4380192756652832},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43321794271469116},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4255502223968506},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.41047403216362},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3379153907299042},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16764846444129944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13658663630485535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346007823944092},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.7182467579841614},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5815781354904175},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5267398357391357},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5113160610198975},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45442086458206177},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4380192756652832},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43321794271469116},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4255502223968506},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.41047403216362},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3379153907299042},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16764846444129944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13658663630485535},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00502-024-01296-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00502-024-01296-9","pdf_url":null,"source":{"id":"https://openalex.org/S36874608","display_name":"e+i Elektrotechnik und Informationstechnik","issn_l":"0932-383X","issn":["0932-383X","1613-7620"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"e+i Elektrotechnik und Informationstechnik","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/242459","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/242459","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"review"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/242459","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/242459","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"review"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2068658365","https://openalex.org/W2133855606","https://openalex.org/W2145985977","https://openalex.org/W2757615817","https://openalex.org/W2770747321","https://openalex.org/W2902311225","https://openalex.org/W2907492528","https://openalex.org/W2916360189","https://openalex.org/W2991019969","https://openalex.org/W3183845133","https://openalex.org/W3195786798","https://openalex.org/W3199719090","https://openalex.org/W3211468120","https://openalex.org/W4290876361","https://openalex.org/W4296473588","https://openalex.org/W4367047461","https://openalex.org/W4367839766","https://openalex.org/W4385694859","https://openalex.org/W4386071687","https://openalex.org/W4388736603","https://openalex.org/W4388856322","https://openalex.org/W4398139677","https://openalex.org/W4400318774","https://openalex.org/W4404961535","https://openalex.org/W6600062020","https://openalex.org/W6685546760","https://openalex.org/W6780161852","https://openalex.org/W6817809220"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W1919101720","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W4390822878","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W96888382","https://openalex.org/W4386126592"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}