{"id":"https://openalex.org/W4409591484","doi":"https://doi.org/10.1145/3703001.3724386","title":"Efficient and Scalable AIxeleration of Reactive CFD Solvers Coupled with Deep Learning Inference on Heterogeneous Architectures","display_name":"Efficient and Scalable AIxeleration of Reactive CFD Solvers Coupled with Deep Learning Inference on Heterogeneous Architectures","publication_year":2025,"publication_date":"2025-02-19","ids":{"openalex":"https://openalex.org/W4409591484","doi":"https://doi.org/10.1145/3703001.3724386"},"language":"en","primary_location":{"id":"doi:10.1145/3703001.3724386","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703001.3724386","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703001.3724386","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on High Performance Computing in Asia-Pacific Region Workshops","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3703001.3724386","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001414405","display_name":"Fabian Orland","orcid":"https://orcid.org/0000-0002-8681-2661"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fabian Orland","raw_affiliation_strings":["High Performance Computing, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"High Performance Computing, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036834314","display_name":"Ludovico Nista","orcid":"https://orcid.org/0000-0001-6796-4072"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ludovico Nista","raw_affiliation_strings":["Institute for Combustion Technology, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Combustion Technology, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005773102","display_name":"Nick Kocher","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nick Kocher","raw_affiliation_strings":["Chair of AI Methodology, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of AI Methodology, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024723792","display_name":"Joris Vanvinckenroye","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joris Vanvinckenroye","raw_affiliation_strings":["High Performance Computing, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"High Performance Computing, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048936220","display_name":"Heinz Pitsch","orcid":"https://orcid.org/0000-0001-5656-0961"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heinz Pitsch","raw_affiliation_strings":["Institute for Combustion Technology, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Combustion Technology, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023057979","display_name":"Christian Terboven","orcid":"https://orcid.org/0000-0003-2284-2957"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Terboven","raw_affiliation_strings":["High Performance Computing, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"High Performance Computing, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001414405"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":6.8553,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95965418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11382","display_name":"Fluid Dynamics and Heat Transfer","score":0.9901999831199646,"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/T11751","display_name":"Lattice Boltzmann Simulation Studies","score":0.9822999835014343,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7555438280105591},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7203734517097473},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6840255856513977},{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"Computational fluid dynamics","score":0.5470852851867676},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.49070870876312256},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4631822109222412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3962502181529999},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11970236897468567},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10494542121887207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7555438280105591},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7203734517097473},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6840255856513977},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.5470852851867676},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.49070870876312256},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4631822109222412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3962502181529999},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11970236897468567},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10494542121887207},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3703001.3724386","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703001.3724386","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703001.3724386","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on High Performance Computing in Asia-Pacific Region Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.rwth-aachen.de:1010342","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/1010342","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Proceedings of International Conference on High Performance Computing in Asia-Pacific Region Workshops (HPC Asia 2025 Workshops) : February 19, 2025 Sheraton Hsinchu Hotel, Hsinchu, Taiwan<br/>2025 International Conference on High Performance Computing in Asia-Pacific Region, HPCASIA 2025, Hsinchu, Taiwan, 2025-02-19 - 2025-02-21","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3703001.3724386","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703001.3724386","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703001.3724386","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on High Performance Computing in Asia-Pacific Region Workshops","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4409591484.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1649645444","https://openalex.org/W2059859753","https://openalex.org/W2127384957","https://openalex.org/W2619115145","https://openalex.org/W2795982117","https://openalex.org/W2809422002","https://openalex.org/W2884436604","https://openalex.org/W2895786603","https://openalex.org/W3082908155","https://openalex.org/W3096571028","https://openalex.org/W3101378293","https://openalex.org/W3129768217","https://openalex.org/W3193663588","https://openalex.org/W4205576915","https://openalex.org/W4220982989","https://openalex.org/W4224994116","https://openalex.org/W4283457967","https://openalex.org/W4296918588","https://openalex.org/W4319287664","https://openalex.org/W4319763984","https://openalex.org/W4382302122","https://openalex.org/W4382894956","https://openalex.org/W4396978967","https://openalex.org/W4399324447","https://openalex.org/W4401107430","https://openalex.org/W4404939798","https://openalex.org/W4408864961","https://openalex.org/W6925362180","https://openalex.org/W6949250267"],"related_works":["https://openalex.org/W2902248750","https://openalex.org/W2583171488","https://openalex.org/W2006186928","https://openalex.org/W2275426735","https://openalex.org/W2189586792","https://openalex.org/W2082695312","https://openalex.org/W265566562","https://openalex.org/W3170007838","https://openalex.org/W2022508541","https://openalex.org/W3042896609"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}