{"id":"https://openalex.org/W4404739867","doi":"https://doi.org/10.1109/rtsi61910.2024.10761408","title":"Potentialities of AI-Based Models for Lagrangian CFD","display_name":"Potentialities of AI-Based Models for Lagrangian CFD","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4404739867","doi":"https://doi.org/10.1109/rtsi61910.2024.10761408"},"language":"en","primary_location":{"id":"doi:10.1109/rtsi61910.2024.10761408","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5045756463","display_name":"Vito Zago","orcid":"https://orcid.org/0000-0002-0610-9504"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vito Zago","raw_affiliation_strings":["Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Catania,Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078862849","display_name":"Eleonora Amato","orcid":"https://orcid.org/0000-0002-4244-3972"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eleonora Amato","raw_affiliation_strings":["University of Palermo, Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Department of Mathematics and Computer Science,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Palermo, Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Department of Mathematics and Computer Science,Catania,Italy","institution_ids":["https://openalex.org/I29078338","https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053813093","display_name":"Ciro Del Negro","orcid":"https://orcid.org/0000-0001-5734-9025"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ciro Del Negro","raw_affiliation_strings":["Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Etna Volcano Observatory, Istituto Nazionale di Geofisica e Vulcanologia,Catania,Italy","institution_ids":["https://openalex.org/I29078338"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3556199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.3239000141620636,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.3239000141620636,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.3199999928474426,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.31310001015663147,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"Computational fluid dynamics","score":0.6612656712532043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5667061805725098},{"id":"https://openalex.org/keywords/lagrangian","display_name":"Lagrangian","score":0.5551530718803406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37938088178634644},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.23211154341697693},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.21549564599990845},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1985291838645935},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16124451160430908}],"concepts":[{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.6612656712532043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667061805725098},{"id":"https://openalex.org/C53469067","wikidata":"https://www.wikidata.org/wiki/Q505735","display_name":"Lagrangian","level":2,"score":0.5551530718803406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37938088178634644},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.23211154341697693},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.21549564599990845},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1985291838645935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16124451160430908}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rtsi61910.2024.10761408","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2089858332","https://openalex.org/W2805869290","https://openalex.org/W2899283552","https://openalex.org/W2964128214","https://openalex.org/W2965742591","https://openalex.org/W2973119841","https://openalex.org/W3003922491","https://openalex.org/W3015451250","https://openalex.org/W3021900716","https://openalex.org/W3040708241","https://openalex.org/W3161200675","https://openalex.org/W3173957430","https://openalex.org/W3200982616","https://openalex.org/W3216936910","https://openalex.org/W4200095806","https://openalex.org/W4212988627","https://openalex.org/W4214941395","https://openalex.org/W4220717841","https://openalex.org/W4220750585","https://openalex.org/W4286909924","https://openalex.org/W4308463251","https://openalex.org/W4367677599","https://openalex.org/W4385286271","https://openalex.org/W4391547059","https://openalex.org/W6729508183","https://openalex.org/W6747477035","https://openalex.org/W6771619427","https://openalex.org/W6773368831","https://openalex.org/W6774033856","https://openalex.org/W6780261245","https://openalex.org/W6799978088","https://openalex.org/W6850291422","https://openalex.org/W7052923369"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2902248750","https://openalex.org/W2583171488","https://openalex.org/W2006186928","https://openalex.org/W2275426735","https://openalex.org/W2390279801","https://openalex.org/W2189586792","https://openalex.org/W2082695312"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,22,30,48,50,57,63,104],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"techniques":[6],"with":[7],"Lagrangian":[8,37,108],"Computational":[9],"Fluid":[10],"Dynamics":[11],"(CFD)":[12],"models":[13,106],"presents":[14],"a":[15,28],"promising":[16],"opportunity":[17],"for":[18,72],"expanding":[19],"the":[20,45,100],"field":[21],"CFD":[23],"simulations.":[24],"Here,":[25],"we":[26,67,94],"provide":[27,97],"review":[29],"current":[31],"trends":[32],"and":[33,70,80,84,91,102],"approaches":[34,42],"in":[35,107],"AI-based":[36,105],"modeling.":[38],"We":[39],"categorize":[40],"these":[41],"based":[43],"on":[44],"conceptual":[46],"level":[47],"application":[49],"AI":[51],"algorithms,":[52],"ranging":[53],"from":[54],"local":[55],"emulation":[56],"particle":[58],"interaction":[59],"to":[60,96],"global":[61],"reconstruction":[62],"fluid":[64],"dynamics.":[65],"Then,":[66],"discuss":[68],"challenges":[69],"potentialities":[71,101],"enhancing":[73],"model":[74],"functionalities,":[75],"including":[76],"simulation":[77],"time":[78],"reduction":[79],"physical":[81],"quantities":[82],"estimation":[83],"data":[85],"assimilation.":[86],"By":[87],"examining":[88],"recent":[89],"developments":[90],"future":[92],"directions,":[93],"aim":[95],"insights":[98],"into":[99],"applications":[103],"CFD.":[109]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}