{"id":"https://openalex.org/W4389348484","doi":"https://doi.org/10.1007/s10489-023-05178-z","title":"Real-time prediction of gas flow dynamics in diesel engines using a deep neural operator framework","display_name":"Real-time prediction of gas flow dynamics in diesel engines using a deep neural operator framework","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4389348484","doi":"https://doi.org/10.1007/s10489-023-05178-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-023-05178-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-023-05178-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100432991","display_name":"Varun Kumar","orcid":"https://orcid.org/0009-0007-2650-7685"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Varun Kumar","raw_affiliation_strings":["School of Engineering, Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015683810","display_name":"Somdatta Goswami","orcid":"https://orcid.org/0000-0002-8255-9080"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somdatta Goswami","raw_affiliation_strings":["Division of Applied Mathematics, Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Division of Applied Mathematics, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053035402","display_name":"Daniel J. Sm\u0131th","orcid":"https://orcid.org/0000-0002-2267-1951"},"institutions":[{"id":"https://openalex.org/I4210141466","display_name":"Cummins (United States)","ror":"https://ror.org/03y28aj90","country_code":"US","type":"company","lineage":["https://openalex.org/I4210141466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Smith","raw_affiliation_strings":["Cummins Inc., Columbus, IN, USA"],"affiliations":[{"raw_affiliation_string":"Cummins Inc., Columbus, IN, USA","institution_ids":["https://openalex.org/I4210141466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009658255","display_name":"George Em Karniadakis","orcid":"https://orcid.org/0000-0002-9713-7120"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Em Karniadakis","raw_affiliation_strings":["Division of Applied Mathematics, Brown University, Providence, RI, USA","School of Engineering, Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Division of Applied Mathematics, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"School of Engineering, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100432991"],"corresponding_institution_ids":["https://openalex.org/I27804330"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.9817,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86493555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"54","issue":"1","first_page":"14","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12810","display_name":"Real-time simulation and control systems","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.6956622004508972},{"id":"https://openalex.org/keywords/diesel-engine","display_name":"Diesel engine","score":0.6002709865570068},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5692437887191772},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5445717573165894},{"id":"https://openalex.org/keywords/inlet-manifold","display_name":"Inlet manifold","score":0.47540387511253357},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4579864740371704},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4456190764904022},{"id":"https://openalex.org/keywords/exhaust-gas-recirculation","display_name":"Exhaust gas recirculation","score":0.44482219219207764},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4044732451438904},{"id":"https://openalex.org/keywords/exhaust-gas","display_name":"Exhaust gas","score":0.2972167134284973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26216554641723633},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.19696781039237976},{"id":"https://openalex.org/keywords/internal-combustion-engine","display_name":"Internal combustion engine","score":0.15583521127700806},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09979048371315002},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09694799780845642}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956622004508972},{"id":"https://openalex.org/C2780804531","wikidata":"https://www.wikidata.org/wiki/Q174174","display_name":"Diesel engine","level":2,"score":0.6002709865570068},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5692437887191772},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5445717573165894},{"id":"https://openalex.org/C3531765","wikidata":"https://www.wikidata.org/wiki/Q568968","display_name":"Inlet manifold","level":3,"score":0.47540387511253357},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4579864740371704},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4456190764904022},{"id":"https://openalex.org/C103206924","wikidata":"https://www.wikidata.org/wiki/Q285028","display_name":"Exhaust gas recirculation","level":3,"score":0.44482219219207764},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4044732451438904},{"id":"https://openalex.org/C2779139147","wikidata":"https://www.wikidata.org/wiki/Q320173","display_name":"Exhaust gas","level":2,"score":0.2972167134284973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26216554641723633},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.19696781039237976},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.15583521127700806},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09979048371315002},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09694799780845642},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-023-05178-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-023-05178-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310399","display_name":"Cummins Incorporated","ror":"https://ror.org/03y28aj90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W621546036","https://openalex.org/W1976833865","https://openalex.org/W1977500366","https://openalex.org/W1981193554","https://openalex.org/W1992408977","https://openalex.org/W1993815536","https://openalex.org/W2065460153","https://openalex.org/W2069759484","https://openalex.org/W2074639699","https://openalex.org/W2087677231","https://openalex.org/W2090240203","https://openalex.org/W2106777949","https://openalex.org/W2111051539","https://openalex.org/W2113442785","https://openalex.org/W2127247887","https://openalex.org/W2138309709","https://openalex.org/W2139923370","https://openalex.org/W2149343110","https://openalex.org/W2225156818","https://openalex.org/W2288154782","https://openalex.org/W2570373613","https://openalex.org/W2589554489","https://openalex.org/W2615755194","https://openalex.org/W2670807523","https://openalex.org/W2792592327","https://openalex.org/W2809333715","https://openalex.org/W2979786244","https://openalex.org/W3007631929","https://openalex.org/W3043426275","https://openalex.org/W3115418185","https://openalex.org/W3134515731","https://openalex.org/W3137240924","https://openalex.org/W3148748523","https://openalex.org/W3167256391","https://openalex.org/W3185128120","https://openalex.org/W4210423197","https://openalex.org/W4293723313","https://openalex.org/W4308731656","https://openalex.org/W4315628777","https://openalex.org/W4320718938","https://openalex.org/W4386069224"],"related_works":["https://openalex.org/W2378934611","https://openalex.org/W2370071148","https://openalex.org/W2070884869","https://openalex.org/W2067234446","https://openalex.org/W2174249215","https://openalex.org/W2377485602","https://openalex.org/W2976399672","https://openalex.org/W2611859395","https://openalex.org/W2387955783","https://openalex.org/W2142123701"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}