{"id":"https://openalex.org/W3134883694","doi":"https://doi.org/10.1063/1.5068697","title":"Smoothed particle hydrodynamics (SPH) for complex fluid flows: Recent developments in methodology and applications","display_name":"Smoothed particle hydrodynamics (SPH) for complex fluid flows: Recent developments in methodology and applications","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W3134883694","doi":"https://doi.org/10.1063/1.5068697","mag":"3134883694"},"language":"en","primary_location":{"id":"doi:10.1063/1.5068697","doi":"https://doi.org/10.1063/1.5068697","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5068697","pdf_url":null,"source":{"id":"https://openalex.org/S22862804","display_name":"Physics of Fluids","issn_l":"1070-6631","issn":["1070-6631","1089-7666","1527-2435"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physics of Fluids","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100727505","display_name":"Ting Ye","orcid":"https://orcid.org/0000-0002-9107-8174","observed_orcids":["https://orcid.org/0000-0002-9107-8174"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Ye","raw_affiliation_strings":["Department of Computational Mathematics, Jilin University, Jilin Province 130012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Mathematics, Jilin University, Jilin Province 130012, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045916564","display_name":"Dingyi Pan","orcid":"https://orcid.org/0000-0002-4804-2942","observed_orcids":["https://orcid.org/0000-0002-4804-2942"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingyi Pan","raw_affiliation_strings":["Department of Engineering Mechanics, Zhejiang University, Hangzhou 310027, China"],"raw_orcid":"https://orcid.org/0000-0002-4804-2942","affiliations":[{"raw_affiliation_string":"Department of Engineering Mechanics, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067327701","display_name":"Can Huang","orcid":"https://orcid.org/0000-0001-7128-6964","observed_orcids":["https://orcid.org/0000-0001-7128-6964"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Huang","raw_affiliation_strings":["BIC-ESAT, College of Engineering, Peking University, Beijing 100871, China","Institute of Ocean Research, Peking University, Beijing 100871, China","State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing 100871, China"],"raw_orcid":"https://orcid.org/0000-0001-7128-6964","affiliations":[{"raw_affiliation_string":"BIC-ESAT, College of Engineering, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Ocean Research, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075318450","display_name":"Moubin Liu","orcid":"https://orcid.org/0000-0002-1397-2306","observed_orcids":["https://orcid.org/0000-0002-1397-2306"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Moubin Liu","raw_affiliation_strings":["BIC-ESAT, College of Engineering, Peking University, Beijing 100871, China","Institute of Ocean Research, Peking University, Beijing 100871, China","State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing 100871, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BIC-ESAT, College of Engineering, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Ocean Research, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075318450"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"],"apc_list":null,"apc_paid":null,"fwci":30.4034,"has_fulltext":false,"cited_by_count":433,"citation_normalized_percentile":{"value":0.99988761,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"31","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11694","display_name":"Fluid Dynamics Simulations and Interactions","score":1.0,"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":1.0,"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/T10514","display_name":"Numerical methods in engineering","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.0,"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/smoothed-particle-hydrodynamics","display_name":"smoothed particle hydrodynamics","score":1.0},{"id":"https://openalex.org/keywords/complex-fluid-flow","display_name":"complex fluid flow","score":0.9779999852180481},{"id":"https://openalex.org/keywords/boundary-treatment","display_name":"boundary treatment","score":0.7720000147819519},{"id":"https://openalex.org/keywords/free-surface-flow","display_name":"free surface flow","score":0.7250000238418579},{"id":"https://openalex.org/keywords/multiphase-interfaces","display_name":"multiphase interfaces","score":0.7979999780654907},{"id":"https://openalex.org/keywords/dissipative-particle-dynamics","display_name":"dissipative particle dynamics","score":0.9639999866485596},{"id":"https://openalex.org/keywords/biological-flows","display_name":"biological flows","score":0.7269999980926514},{"id":"https://openalex.org/keywords/microfluidics","display_name":"microfluidics","score":0.9990000128746033},{"id":"https://openalex.org/keywords/droplet-dynamics","display_name":"droplet dynamics","score":1.0},{"id":"https://openalex.org/keywords/non-newtonian-fluids","display_name":"non-Newtonian fluids","score":0.9869999885559082},{"id":"https://openalex.org/keywords/fluid-structure-interaction","display_name":"fluid-structure interaction","score":0.9509999752044678},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"multiscale modeling","score":0.6349999904632568}],"concepts":[{"id":"https://openalex.org/C122564879","wikidata":"https://www.wikidata.org/wiki/Q733073","display_name":"Smoothed-particle hydrodynamics","level":2,"score":0.8856562376022339},{"id":"https://openalex.org/C45594756","wikidata":"https://www.wikidata.org/wiki/Q5282784","display_name":"Dissipative particle dynamics","level":3,"score":0.6989067196846008},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.6864076256752014},{"id":"https://openalex.org/C119887631","wikidata":"https://www.wikidata.org/wiki/Q3074478","display_name":"Complex fluid","level":2,"score":0.630914568901062},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6081603169441223},{"id":"https://openalex.org/C90278072","wikidata":"https://www.wikidata.org/wiki/Q216320","display_name":"Fluid dynamics","level":2,"score":0.6044541001319885},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.49155840277671814},{"id":"https://openalex.org/C2779379648","wikidata":"https://www.wikidata.org/wiki/Q1559665","display_name":"Multiphase flow","level":2,"score":0.48963385820388794},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.45558199286460876},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.4345763623714447},{"id":"https://openalex.org/C43133876","wikidata":"https://www.wikidata.org/wiki/Q172145","display_name":"Fluid mechanics","level":2,"score":0.4273563623428345},{"id":"https://openalex.org/C182310444","wikidata":"https://www.wikidata.org/wiki/Q1332643","display_name":"Boundary value problem","level":2,"score":0.41524824500083923},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.38938167691230774},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.5068697","doi":"https://doi.org/10.1063/1.5068697","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5068697","pdf_url":null,"source":{"id":"https://openalex.org/S22862804","display_name":"Physics of Fluids","issn_l":"1070-6631","issn":["1070-6631","1089-7666","1527-2435"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physics of Fluids","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4301112315","display_name":"\u4ecb\u89c2\u5c3a\u5ea6\u591a\u76f8\u6d41\u52a8\u7684\u5149\u6ed1\u7c92\u5b50\u52a8\u529b\u5b66\u6a21\u62df","funder_award_id":"10942004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G788146883","display_name":"\u5927\u53d8\u5f62\u81ea\u7531\u8868\u9762\u6d41\u52a8\u53ca\u6d41\u56fa\u8026\u5408\u7c92\u5b50\u6a21\u578b\u4e0e\u5b9e\u9a8c\u7814\u7a76","funder_award_id":"11172306","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G89137868","display_name":null,"funder_award_id":"U1530110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G916102887","display_name":null,"funder_award_id":"51779003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":237,"referenced_works":["https://openalex.org/W84852675","https://openalex.org/W151977801","https://openalex.org/W576767351","https://openalex.org/W627588525","https://openalex.org/W996341622","https://openalex.org/W1233669556","https://openalex.org/W1528947904","https://openalex.org/W1578597320","https://openalex.org/W1610570250","https://openalex.org/W1628194824","https://openalex.org/W1669682122","https://openalex.org/W1691033903","https://openalex.org/W1704295742","https://openalex.org/W1910197149","https://openalex.org/W1958891526","https://openalex.org/W1963789913","https://openalex.org/W1967138150","https://openalex.org/W1967238304","https://openalex.org/W1968158141","https://openalex.org/W1968312755","https://openalex.org/W1969220126","https://openalex.org/W1971050580","https://openalex.org/W1971358042","https://openalex.org/W1974303128","https://openalex.org/W1975052322","https://openalex.org/W1975558671","https://openalex.org/W1975615012","https://openalex.org/W1977406976","https://openalex.org/W1978406161","https://openalex.org/W1979946093","https://openalex.org/W1980938760","https://openalex.org/W1981634775","https://openalex.org/W1982568754","https://openalex.org/W1982599646","https://openalex.org/W1983165369","https://openalex.org/W1983771445","https://openalex.org/W1985890028","https://openalex.org/W1987505324","https://openalex.org/W1990137304","https://openalex.org/W1990715456","https://openalex.org/W1991029956","https://openalex.org/W1991083800","https://openalex.org/W1991131806","https://openalex.org/W1992351387","https://openalex.org/W2000316704","https://openalex.org/W2000549662","https://openalex.org/W2001455415","https://openalex.org/W2002407941","https://openalex.org/W2002420186","https://openalex.org/W2003184794","https://openalex.org/W2003919582","https://openalex.org/W2004649242","https://openalex.org/W2006775282","https://openalex.org/W2007979030","https://openalex.org/W2011996346","https://openalex.org/W2012179147","https://openalex.org/W2012427499","https://openalex.org/W2014414705","https://openalex.org/W2014979032","https://openalex.org/W2017790626","https://openalex.org/W2018529154","https://openalex.org/W2019704130","https://openalex.org/W2021390751","https://openalex.org/W2021603314","https://openalex.org/W2022353814","https://openalex.org/W2022586431","https://openalex.org/W2023248330","https://openalex.org/W2023487992","https://openalex.org/W2023788160","https://openalex.org/W2023824783","https://openalex.org/W2024388154","https://openalex.org/W2025786106","https://openalex.org/W2026423564","https://openalex.org/W2028274492","https://openalex.org/W2028545470","https://openalex.org/W2030207475","https://openalex.org/W2030891958","https://openalex.org/W2031003223","https://openalex.org/W2032147135","https://openalex.org/W2032304868","https://openalex.org/W2032655419","https://openalex.org/W2033166560","https://openalex.org/W2035815515","https://openalex.org/W2036499263","https://openalex.org/W2036767781","https://openalex.org/W2036779527","https://openalex.org/W2036994158","https://openalex.org/W2038878138","https://openalex.org/W2039562611","https://openalex.org/W2040246849","https://openalex.org/W2041723823","https://openalex.org/W2041950065","https://openalex.org/W2043742048","https://openalex.org/W2044602433","https://openalex.org/W2045545335","https://openalex.org/W2046111318","https://openalex.org/W2047272026","https://openalex.org/W2047772298","https://openalex.org/W2048218582","https://openalex.org/W2049854931","https://openalex.org/W2050327862","https://openalex.org/W2050898277","https://openalex.org/W2054410594","https://openalex.org/W2055848184","https://openalex.org/W2056664382","https://openalex.org/W2057124808","https://openalex.org/W2058411606","https://openalex.org/W2059621249","https://openalex.org/W2060969362","https://openalex.org/W2064376219","https://openalex.org/W2064910962","https://openalex.org/W2065558862","https://openalex.org/W2067695839","https://openalex.org/W2067749528","https://openalex.org/W2068596259","https://openalex.org/W2071109799","https://openalex.org/W2073764164","https://openalex.org/W2073775990","https://openalex.org/W2075735217","https://openalex.org/W2077412216","https://openalex.org/W2078761504","https://openalex.org/W2080089287","https://openalex.org/W2080922987","https://openalex.org/W2080977367","https://openalex.org/W2081855612","https://openalex.org/W2082056508","https://openalex.org/W2082384340","https://openalex.org/W2084131634","https://openalex.org/W2084987533","https://openalex.org/W2086976386","https://openalex.org/W2087891670","https://openalex.org/W2089153514","https://openalex.org/W2089593177","https://openalex.org/W2089932008","https://openalex.org/W2089956497","https://openalex.org/W2090705761","https://openalex.org/W2093310284","https://openalex.org/W2093909067","https://openalex.org/W2094460014","https://openalex.org/W2098838820","https://openalex.org/W2102916742","https://openalex.org/W2104564155","https://openalex.org/W2110074341","https://openalex.org/W2111523275","https://openalex.org/W2111588574","https://openalex.org/W2114955730","https://openalex.org/W2116367987","https://openalex.org/W2117193829","https://openalex.org/W2122424851","https://openalex.org/W2131057369","https://openalex.org/W2132306174","https://openalex.org/W2133177091","https://openalex.org/W2133516781","https://openalex.org/W2134159265","https://openalex.org/W2135499842","https://openalex.org/W2136217680","https://openalex.org/W2137628728","https://openalex.org/W2140209904","https://openalex.org/W2146355976","https://openalex.org/W2147806079","https://openalex.org/W2152787205","https://openalex.org/W2155266039","https://openalex.org/W2161990489","https://openalex.org/W2165760248","https://openalex.org/W2168414272","https://openalex.org/W2169854623","https://openalex.org/W2172232302","https://openalex.org/W2185827788","https://openalex.org/W2187005302","https://openalex.org/W2188709584","https://openalex.org/W2193592628","https://openalex.org/W2233148062","https://openalex.org/W2235208265","https://openalex.org/W2268222590","https://openalex.org/W2275846357","https://openalex.org/W2280936524","https://openalex.org/W2281500617","https://openalex.org/W2285661467","https://openalex.org/W2289691497","https://openalex.org/W2295928620","https://openalex.org/W2312562535","https://openalex.org/W2320820875","https://openalex.org/W2345186975","https://openalex.org/W2345294273","https://openalex.org/W2403524749","https://openalex.org/W2409206186","https://openalex.org/W2414170415","https://openalex.org/W2472578930","https://openalex.org/W2501592586","https://openalex.org/W2529826620","https://openalex.org/W2560298424","https://openalex.org/W2561554415","https://openalex.org/W2580325886","https://openalex.org/W2581593515","https://openalex.org/W2586121744","https://openalex.org/W2595730972","https://openalex.org/W2600679553","https://openalex.org/W2601161535","https://openalex.org/W2611012179","https://openalex.org/W2644442697","https://openalex.org/W2666712122","https://openalex.org/W2717323119","https://openalex.org/W2724361897","https://openalex.org/W2735336642","https://openalex.org/W2742363259","https://openalex.org/W2749869380","https://openalex.org/W2752002159","https://openalex.org/W2754462050","https://openalex.org/W2758288037","https://openalex.org/W2763079421","https://openalex.org/W2763734483","https://openalex.org/W2772127874","https://openalex.org/W2775497336","https://openalex.org/W2776552926","https://openalex.org/W2778076940","https://openalex.org/W2779862809","https://openalex.org/W2780004053","https://openalex.org/W2784549069","https://openalex.org/W2785361866","https://openalex.org/W2785826429","https://openalex.org/W2789148431","https://openalex.org/W2790192875","https://openalex.org/W2791054873","https://openalex.org/W2792204388","https://openalex.org/W2792736258","https://openalex.org/W2793442438","https://openalex.org/W2796753886","https://openalex.org/W2801234746","https://openalex.org/W2803371828","https://openalex.org/W2882992021","https://openalex.org/W2883772821","https://openalex.org/W2885512549","https://openalex.org/W2886648770","https://openalex.org/W2897581767","https://openalex.org/W2940063496","https://openalex.org/W3113326461","https://openalex.org/W3116043637"],"related_works":["https://openalex.org/W4406206529","https://openalex.org/W2365253586","https://openalex.org/W1969835098","https://openalex.org/W3093734279","https://openalex.org/W2131057369","https://openalex.org/W2546135503","https://openalex.org/W2235208265","https://openalex.org/W7063420033","https://openalex.org/W2367135251","https://openalex.org/W4388446767"],"abstract_inverted_index":{"Computer":[0],"modeling":[1,30,60,153],"of":[2,53,154],"complex":[3,31,61,112,123,155],"fluid":[4,32,38,62,124,134,156],"flows":[5,142,157],"usually":[6],"presents":[7],"great":[8],"challenges":[9],"for":[10,59,76,89,111],"conventional":[11],"grid-based":[12],"numerical":[13],"methods.":[14],"Smoothed":[15],"particle":[16,23,73,81,109],"hydrodynamics":[17],"(SPH)":[18],"is":[19,118],"a":[20],"meshfree":[21],"Lagrangian":[22],"method":[24,103],"and":[25,42,57,84,130,141],"has":[26],"special":[27],"advantages":[28],"in":[29,55,65,114,151],"flows,":[33,125,128,135,138,140],"especially":[34],"those":[35],"with":[36,104,143],"large":[37],"deformations,":[39],"fluid-structure":[40,144],"interactions,":[41],"multi-scale":[43],"physics.":[44],"In":[45,120],"this":[46],"paper,":[47],"we":[48],"review":[49],"the":[50,101,107],"recent":[51],"developments":[52],"SPH":[54,72,102,152],"methodology":[56],"applications":[58],"flows.":[63],"Specifically,":[64],"methodology,":[66],"some":[67],"important":[68],"issues":[69],"including":[70,126],"modified":[71],"approximation":[74],"schemes":[75],"improving":[77],"discretization":[78],"accuracy,":[79],"different":[80,122],"regularization":[82],"techniques,":[83],"various":[85],"boundary":[86],"treatment":[87],"algorithms":[88],"solid":[90],"boundary,":[91],"free":[92,136],"surface,":[93],"or":[94,116],"multiphase":[95,139],"interface":[96],"are":[97,146,158],"described.":[98],"More":[99],"importantly,":[100],"ideas":[105],"from":[106],"dissipative":[108],"dynamics":[110],"fluids":[113],"macro-":[115],"meso-scales":[117],"discussed.":[119],"applications,":[121],"biological":[127],"microfluidics":[129],"droplet":[131],"dynamics,":[132],"non-Newtonian":[133],"surface":[137],"interaction,":[145],"reviewed.":[147],"Some":[148],"concluding":[149],"remarks":[150],"provided.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":40},{"year":2025,"cited_by_count":68},{"year":2024,"cited_by_count":70},{"year":2023,"cited_by_count":68},{"year":2022,"cited_by_count":62},{"year":2021,"cited_by_count":51},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":40}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-03-15T00:00:00"}