{"id":"https://openalex.org/W2077154052","doi":"https://doi.org/10.1145/2087756.2087834","title":"A SPH-based method for interactive fluids simulation on the multi-GPU","display_name":"A SPH-based method for interactive fluids simulation on the multi-GPU","publication_year":2011,"publication_date":"2011-12-11","ids":{"openalex":"https://openalex.org/W2077154052","doi":"https://doi.org/10.1145/2087756.2087834","mag":"2077154052"},"language":"en","primary_location":{"id":"doi:10.1145/2087756.2087834","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2087756.2087834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry","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/A5071061521","display_name":"Fengquan Zhang","orcid":"https://orcid.org/0000-0001-9517-7439"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengquan Zhang","raw_affiliation_strings":["Beihang University","Beihang Univ.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang Univ.#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068894575","display_name":"Lei Hu","orcid":"https://orcid.org/0000-0001-6696-4986"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Hu","raw_affiliation_strings":["Beihang university","Beihang Univ.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang university","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang Univ.#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101894970","display_name":"Jiawen Wu","orcid":"https://orcid.org/0000-0002-9743-8193"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Wu","raw_affiliation_strings":["Beihang university","Beihang Univ.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang university","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang Univ.#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064912514","display_name":"Xukun Shen","orcid":"https://orcid.org/0000-0001-8509-9393"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xukun Shen","raw_affiliation_strings":["Beihang university","Beihang Univ.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang university","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang Univ.#TAB#","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":1.0603,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76174017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"423","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11694","display_name":"Fluid Dynamics Simulations and Interactions","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11694","display_name":"Fluid Dynamics Simulations and Interactions","score":0.9997000098228455,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9973999857902527,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9754999876022339,"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":0.8063146471977234},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7482475638389587},{"id":"https://openalex.org/keywords/smoothed-particle-hydrodynamics","display_name":"Smoothed-particle hydrodynamics","score":0.6749637722969055},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6687237024307251},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6209359169006348},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.5818110704421997},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5224562883377075},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4955981969833374},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.43700069189071655},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4178309142589569},{"id":"https://openalex.org/keywords/fluid-simulation","display_name":"Fluid simulation","score":0.4109905958175659},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.38275614380836487},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.2960767149925232},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.09625694155693054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8063146471977234},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7482475638389587},{"id":"https://openalex.org/C122564879","wikidata":"https://www.wikidata.org/wiki/Q733073","display_name":"Smoothed-particle hydrodynamics","level":2,"score":0.6749637722969055},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6687237024307251},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6209359169006348},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.5818110704421997},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5224562883377075},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4955981969833374},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.43700069189071655},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4178309142589569},{"id":"https://openalex.org/C59032088","wikidata":"https://www.wikidata.org/wiki/Q1434937","display_name":"Fluid simulation","level":2,"score":0.4109905958175659},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.38275614380836487},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.2960767149925232},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.09625694155693054},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2087756.2087834","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2087756.2087834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G7528165952","display_name":null,"funder_award_id":"4102033","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1508480992","https://openalex.org/W1603155309","https://openalex.org/W1848695431","https://openalex.org/W1965327223","https://openalex.org/W2009492417","https://openalex.org/W2027545566","https://openalex.org/W2044602433","https://openalex.org/W2045670663","https://openalex.org/W2046356862","https://openalex.org/W2049545606","https://openalex.org/W2054065283","https://openalex.org/W2061855144","https://openalex.org/W2080977367","https://openalex.org/W2093369918","https://openalex.org/W2141198714","https://openalex.org/W2141435354","https://openalex.org/W2144545036","https://openalex.org/W2165774328","https://openalex.org/W2289979942","https://openalex.org/W3021622851"],"related_works":["https://openalex.org/W2983282793","https://openalex.org/W1973046741","https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112"],"abstract_inverted_index":{"In":[0,44,108,173],"this":[1],"paper,":[2],"we":[3,63,88,118,164,176],"present":[4],"a":[5,31,65,151],"Smoothed":[6],"Particles":[7],"Hydrodynamics(SPH)":[8],"implementation":[9,142],"algorithm":[10],"on":[11],"Multi-GPU":[12,162],"which":[13,95],"is":[14],"used":[15],"for":[16,40,138,185],"physics-based":[17],"interactive":[18,115,192],"fluid":[19,42,116,191],"animations":[20],"by":[21],"the":[22,27,48,53,61,81,84,126,135,148,161,174,178],"parallel":[23],"framework.":[24],"We":[25],"employ":[26],"SPH":[28],"method":[29,94,123,132,184],"of":[30,50,60,76,182],"particle-based":[32],"pure":[33],"Lagrangian":[34],"approach":[35],"to":[36,46,52,69,110,124,133,147],"discretize":[37],"Navier-Stockes":[38],"equation":[39,68],"diverse":[41],"animations.":[43],"order":[45,109],"simulate":[47],"incompressibility":[49],"liquid":[51],"utmost":[54],"extent":[55],"while":[56],"assuring":[57],"numerical":[58],"stability":[59],"system,":[62],"use":[64],"improved":[66],"Tait":[67],"compute":[70],"pressure.":[71],"For":[72],"low":[73],"computational":[74],"expense":[75],"each":[77,139],"simulation":[78,153],"step,":[79],"combining":[80],"characteristics":[82],"between":[83],"CPU":[85],"and":[86,99,104,114,129,168,180,189],"GPU,":[87],"introduce":[89],"index":[90],"sort":[91],"neighborhood":[92],"search":[93],"uses":[96],"CUDA":[97],"architecture":[98],"eliminates":[100],"GPU":[101],"memory":[102],"overhead":[103],"saves":[105],"searching":[106],"time.":[107],"get":[111],"some":[112],"vivid":[113],"effects,":[117],"apply":[119],"an":[120,130],"image":[121],"spaced":[122],"capture":[125],"refractive":[127],"effect":[128],"adaptive":[131],"generate":[134],"caustic":[136],"map":[137],"light.":[140],"The":[141],"has":[143],"been":[144],"highly":[145],"optimized":[146],"point":[149],"where":[150],"scaled":[152],"can":[154],"run":[155],"in":[156],"real-time":[157],"with":[158],"CUDA.":[159],"On":[160],"platform,":[163],"obtain":[165],"good":[166],"acceleration":[167],"high":[169],"quality":[170,179],"rendering":[171],"effect.":[172],"conclusion,":[175],"demonstrate":[177],"performance":[181],"our":[183],"animating":[186],"different":[187],"scale":[188],"scene":[190],"experiments.":[193]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}