{"id":"https://openalex.org/W3021900716","doi":"https://doi.org/10.1145/3386569.3392473","title":"Lagrangian neural style transfer for fluids","display_name":"Lagrangian neural style transfer for fluids","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3021900716","doi":"https://doi.org/10.1145/3386569.3392473","mag":"3021900716"},"language":"en","primary_location":{"id":"doi:10.1145/3386569.3392473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386569.3392473","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.00803","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101911086","display_name":"Byungsoo Kim","orcid":"https://orcid.org/0000-0003-4482-8363"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Byungsoo Kim","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112368463","display_name":"Vin\u00edcius C. Azevedo","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Vinicius C. Azevedo","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033076979","display_name":"Markus Gro\u00df","orcid":"https://orcid.org/0009-0003-9324-779X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Markus Gross","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069878201","display_name":"Barbara Solenthaler","orcid":"https://orcid.org/0000-0001-7494-8660"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Barbara Solenthaler","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101911086"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":20.9774,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.99214734,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"39","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6504644155502319},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6277424097061157},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5522513389587402},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.551877498626709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49495524168014526},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4748970568180084},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3490476608276367},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23753777146339417},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20031389594078064},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1238265335559845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6504644155502319},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6277424097061157},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5522513389587402},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.551877498626709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49495524168014526},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4748970568180084},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3490476608276367},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23753777146339417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20031389594078064},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1238265335559845},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3386569.3392473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386569.3392473","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2005.00803","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.00803","pdf_url":"https://arxiv.org/pdf/2005.00803","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":"pmh:oai:arXiv.org:2005.00803","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.00803","pdf_url":"https://arxiv.org/pdf/2005.00803","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"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.75,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G11894364","display_name":null,"funder_award_id":"200021_168997","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W183071939","https://openalex.org/W1492479673","https://openalex.org/W1530746345","https://openalex.org/W1967577110","https://openalex.org/W1977211664","https://openalex.org/W1982052400","https://openalex.org/W1983301869","https://openalex.org/W1983325253","https://openalex.org/W1983487923","https://openalex.org/W1986686822","https://openalex.org/W1988548328","https://openalex.org/W1995984133","https://openalex.org/W2001988147","https://openalex.org/W2008273494","https://openalex.org/W2017032799","https://openalex.org/W2017311408","https://openalex.org/W2022566626","https://openalex.org/W2030642278","https://openalex.org/W2034657671","https://openalex.org/W2044602433","https://openalex.org/W2045670663","https://openalex.org/W2046090405","https://openalex.org/W2046356862","https://openalex.org/W2060896947","https://openalex.org/W2061325667","https://openalex.org/W2080570229","https://openalex.org/W2080948710","https://openalex.org/W2089858332","https://openalex.org/W2105673236","https://openalex.org/W2115513040","https://openalex.org/W2126195192","https://openalex.org/W2130853964","https://openalex.org/W2132599750","https://openalex.org/W2134380175","https://openalex.org/W2136841458","https://openalex.org/W2141435354","https://openalex.org/W2145136046","https://openalex.org/W2156076339","https://openalex.org/W2162410491","https://openalex.org/W2164900196","https://openalex.org/W2167154018","https://openalex.org/W2293696220","https://openalex.org/W2296306175","https://openalex.org/W2356652130","https://openalex.org/W2400352228","https://openalex.org/W2416231407","https://openalex.org/W2469863283","https://openalex.org/W2470355596","https://openalex.org/W2475287302","https://openalex.org/W2501995758","https://openalex.org/W2511952688","https://openalex.org/W2551540143","https://openalex.org/W2560741668","https://openalex.org/W2736535843","https://openalex.org/W2737058939","https://openalex.org/W2737147616","https://openalex.org/W2770820244","https://openalex.org/W2810057462","https://openalex.org/W2903299432","https://openalex.org/W2911477132","https://openalex.org/W2945704673","https://openalex.org/W2947563141","https://openalex.org/W2951159596","https://openalex.org/W2962750014","https://openalex.org/W2963026643","https://openalex.org/W2963030758","https://openalex.org/W2963527086","https://openalex.org/W2964128214","https://openalex.org/W2965121012","https://openalex.org/W2965742591","https://openalex.org/W2968042644","https://openalex.org/W2983541800","https://openalex.org/W2988330101","https://openalex.org/W2995001833","https://openalex.org/W2995253198","https://openalex.org/W2996271540","https://openalex.org/W2997251730","https://openalex.org/W3003038987","https://openalex.org/W3020975476","https://openalex.org/W3099803268","https://openalex.org/W3104397553","https://openalex.org/W3121978387","https://openalex.org/W3123879774","https://openalex.org/W3125026180","https://openalex.org/W3125432124","https://openalex.org/W3125460488","https://openalex.org/W4211044098","https://openalex.org/W4213289639","https://openalex.org/W4234337589","https://openalex.org/W4246185210","https://openalex.org/W6679804903","https://openalex.org/W6706955873","https://openalex.org/W6888880503"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2062195135","https://openalex.org/W2582295320","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2174759944","https://openalex.org/W2060809589","https://openalex.org/W2809157142","https://openalex.org/W2037023988"],"abstract_inverted_index":{"Artistically":[0],"controlling":[1],"the":[2,53,61,70,77,81,95,113,132,135],"shape,":[3],"motion":[4],"and":[5,55,74,103,125,131,141],"appearance":[6],"of":[7,69,85,89,134,139],"fluid":[8],"simulations":[9],"pose":[10],"major":[11],"challenges":[12],"in":[13,33,109],"visual":[14],"effects":[15],"production.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"present":[21],"a":[22,34],"neural":[23,105],"style":[24,40],"transfer":[25,41,128],"approach":[26],"from":[27,129],"images":[28],"to":[29,46,98],"3D":[30],"fluids":[31],"formulated":[32],"Lagrangian":[35,114],"viewpoint.":[36],"Using":[37],"particles":[38,54],"for":[39,122],"has":[42],"unique":[43],"benefits":[44],"compared":[45],"grid-based":[47],"techniques.":[48],"Attributes":[49],"are":[50,57],"stored":[51],"on":[52],"hence":[56],"trivially":[58],"transported":[59],"by":[60],"particle":[62],"motion.":[63],"This":[64],"intrinsically":[65],"ensures":[66],"temporal":[67],"consistency":[68],"optimized":[71],"stylized":[72],"structure":[73],"notably":[75],"improves":[76,116],"resulting":[78],"quality.":[79],"Simultaneously,":[80],"expensive,":[82],"recursive":[83],"alignment":[84],"stylization":[86,107,124,138],"velocity":[87],"fields":[88],"grid":[90],"approaches":[91],"is":[92],"unnecessary,":[93],"reducing":[94],"computation":[96],"time":[97],"less":[99],"than":[100],"an":[101],"hour":[102],"rendering":[104],"flow":[106],"practical":[108],"production":[110],"settings.":[111],"Moreover,":[112],"representation":[115],"artistic":[117],"control":[118],"as":[119],"it":[120],"allows":[121],"multi-fluid":[123],"consistent":[126],"color":[127],"images,":[130],"generality":[133],"method":[136],"enables":[137],"smoke":[140],"liquids":[142],"likewise.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}