{"id":"https://openalex.org/W3031878456","doi":"https://doi.org/10.1007/978-3-030-48791-1_15","title":"$$\\lambda $$-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization","display_name":"$$\\lambda $$-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3031878456","doi":"https://doi.org/10.1007/978-3-030-48791-1_15","mag":"3031878456"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-48791-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-48791-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},"type":"book-chapter","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/A5078257734","display_name":"\u039c\u03b1\u03c1\u03af\u03bd\u03b1 \u039a\u03bf\u03bd\u03c4\u03bf\u03cd","orcid":"https://orcid.org/0000-0002-7056-830X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Marina Kontou","raw_affiliation_strings":["Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013460848","display_name":"Dimitrios Kapsoulis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Kapsoulis","raw_affiliation_strings":["Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085048891","display_name":"Ioannis Baklagis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Baklagis","raw_affiliation_strings":["Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006707622","display_name":"Kyriakos C. Giannakoglou","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyriakos Giannakoglou","raw_affiliation_strings":["Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Parallel CFD & Optimization Unit, School of Mechanical Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078257734"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":0.8902,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74508402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10360","display_name":"Fluid Dynamics and Turbulent Flows","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9962000250816345,"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/solver","display_name":"Solver","score":0.7926732301712036},{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"Computational fluid dynamics","score":0.7145994305610657},{"id":"https://openalex.org/keywords/aerodynamics","display_name":"Aerodynamics","score":0.6294278502464294},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.6162148118019104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5862880945205688},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.49419286847114563},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37387406826019287},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3465222716331482},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33103421330451965},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21359992027282715},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1492123305797577},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11117410659790039},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.10360893607139587}],"concepts":[{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.7926732301712036},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.7145994305610657},{"id":"https://openalex.org/C13393347","wikidata":"https://www.wikidata.org/wiki/Q8424","display_name":"Aerodynamics","level":2,"score":0.6294278502464294},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.6162148118019104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5862880945205688},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.49419286847114563},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37387406826019287},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3465222716331482},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33103421330451965},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21359992027282715},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1492123305797577},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11117410659790039},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.10360893607139587},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-48791-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-48791-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1992454944","https://openalex.org/W2044771513","https://openalex.org/W2047287711","https://openalex.org/W2065080695","https://openalex.org/W2067023166","https://openalex.org/W2150341604","https://openalex.org/W2319329301","https://openalex.org/W2610752197","https://openalex.org/W2781665669","https://openalex.org/W2950883932","https://openalex.org/W2965300934","https://openalex.org/W2982417218","https://openalex.org/W3099412592","https://openalex.org/W3123883114","https://openalex.org/W3173740979","https://openalex.org/W4205947740","https://openalex.org/W4237948290"],"related_works":["https://openalex.org/W4280578515","https://openalex.org/W2008453337","https://openalex.org/W1604758548","https://openalex.org/W1486009489","https://openalex.org/W2804126825","https://openalex.org/W1549048322","https://openalex.org/W4367553810","https://openalex.org/W2104142636","https://openalex.org/W2731831065","https://openalex.org/W4283162424"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}