{"id":"https://openalex.org/W7084395827","doi":"https://doi.org/10.1145/3757377.3763925","title":"Neural Kinematic Bases for Fluids","display_name":"Neural Kinematic Bases for Fluids","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7084395827","doi":"https://doi.org/10.1145/3757377.3763925"},"language":"en","primary_location":{"id":"doi:10.1145/3757377.3763925","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757377.3763925","pdf_url":null,"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 SIGGRAPH Asia 2025 Conference Papers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3757377.3763925","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yibo Liu","orcid":"https://orcid.org/0009-0007-3537-1572"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yibo Liu","raw_affiliation_strings":["University of Victoria, Victoria, Canada"],"raw_orcid":"https://orcid.org/0009-0007-3537-1572","affiliations":[{"raw_affiliation_string":"University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhixin Fang","orcid":"https://orcid.org/0009-0004-8153-9549"},"institutions":[{"id":"https://openalex.org/I1300699541","display_name":"SeaWorld Entertainment","ror":"https://ror.org/0025x8m44","country_code":"US","type":"other","lineage":["https://openalex.org/I1300699541"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhixin Fang","raw_affiliation_strings":["Inworld AI, Vancouver, Canada"],"raw_orcid":"https://orcid.org/0009-0004-8153-9549","affiliations":[{"raw_affiliation_string":"Inworld AI, Vancouver, Canada","institution_ids":["https://openalex.org/I1300699541"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sune Darkner","orcid":"https://orcid.org/0000-0001-6114-7100"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sune Darkner","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6114-7100","affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Noam Aigerman","orcid":"https://orcid.org/0000-0002-9116-4662"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Noam Aigerman","raw_affiliation_strings":["University of Montreal, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9116-4662","affiliations":[{"raw_affiliation_string":"University of Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kenny Erleben","orcid":"https://orcid.org/0000-0001-6808-4747"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kenny Erleben","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6808-4747","affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Paul Kry","orcid":"https://orcid.org/0000-0003-4176-6857"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul Kry","raw_affiliation_strings":["McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4176-6857","affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":null,"display_name":"Teseo Schneider","orcid":"https://orcid.org/0000-0002-5969-636X"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Teseo Schneider","raw_affiliation_strings":["University of Victoria, Victoria, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5969-636X","affiliations":[{"raw_affiliation_string":"University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12858","display_name":"Plant Disease Resistance and Genetics","score":0.09059999883174896,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12858","display_name":"Plant Disease Resistance and Genetics","score":0.09059999883174896,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11470","display_name":"Legume Nitrogen Fixing Symbiosis","score":0.0812000036239624,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10076","display_name":"Plant-Microbe Interactions and Immunity","score":0.06930000334978104,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.7457000017166138},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6360999941825867},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5575000047683716},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.49380001425743103},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.7457000017166138},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6360999941825867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5654000043869019},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5575000047683716},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.49380001425743103},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4740000069141388},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3637999892234802},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3402999937534332},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30709999799728394}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3757377.3763925","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757377.3763925","pdf_url":null,"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 SIGGRAPH Asia 2025 Conference Papers","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2504.15657","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.15657","pdf_url":"https://arxiv.org/pdf/2504.15657","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3757377.3763925","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757377.3763925","pdf_url":null,"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 SIGGRAPH Asia 2025 Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1082924840","display_name":null,"funder_award_id":"RGPIN-2024-04523, DGECR-2021-00461, RG-PIN 2021-03707","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,18,67],"propose":[1],"mesh-free":[2],"fluid":[3],"simulations":[4],"that":[5,24,26],"exploit":[6],"a":[7,20,55],"kinematic":[8],"neural":[9,28,43,80],"basis":[10],"for":[11],"velocity":[12],"fields":[13],"represented":[14],"by":[15],"an":[16,51],"MLP.":[17],"design":[19],"set":[21],"of":[22,54],"losses":[23],"ensures":[25],"these":[27],"bases":[29,44,81],"approximate":[30],"fundamental":[31,62],"physical":[32],"properties":[33,63],"such":[34,71],"as":[35],"orthogonality,":[36],"divergence-free,":[37],"boundary":[38],"alignment,":[39],"and":[40,88],"smoothness.":[41],"Our":[42,79],"can":[45,69,82],"then":[46,68],"be":[47],"used":[48],"to":[49,91],"fit":[50],"input":[52],"sketch":[53],"flow,":[56],"which":[57],"will":[58],"inherit":[59],"the":[60,65],"same":[61],"from":[64],"bases.":[66],"animate":[70],"flow":[72],"in":[73],"real-time":[74],"using":[75],"standard":[76],"time":[77],"integrators.":[78],"accommodate":[83],"different":[84],"domains,":[85],"moving":[86],"boundaries,":[87],"naturally":[89],"extend":[90],"three":[92],"dimensions.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
