{"id":"https://openalex.org/W3107866939","doi":"https://doi.org/10.1145/3414685.3417795","title":"Functional optimization of fluidic devices with differentiable stokes flow","display_name":"Functional optimization of fluidic devices with differentiable stokes flow","publication_year":2020,"publication_date":"2020-11-27","ids":{"openalex":"https://openalex.org/W3107866939","doi":"https://doi.org/10.1145/3414685.3417795","mag":"3107866939"},"language":"en","primary_location":{"id":"doi:10.1145/3414685.3417795","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417795","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417795","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":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102975242","display_name":"Tao Du","orcid":"https://orcid.org/0000-0001-7337-7667"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tao Du","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641551","display_name":"Kui Wu","orcid":"https://orcid.org/0000-0003-3326-7943"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kui Wu","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006466898","display_name":"Andrew Spielberg","orcid":"https://orcid.org/0000-0002-6937-6204"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Spielberg","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018010391","display_name":"Wojciech Matusik","orcid":"https://orcid.org/0000-0003-0212-5643"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wojciech Matusik","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440019","display_name":"Bo Zhu","orcid":"https://orcid.org/0000-0002-1392-0928"},"institutions":[{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]},{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Bo Zhu","raw_affiliation_strings":["Dartmouth College"],"affiliations":[{"raw_affiliation_string":"Dartmouth College","institution_ids":["https://openalex.org/I4210166639","https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089697513","display_name":"Eftychios Sifakis","orcid":"https://orcid.org/0000-0001-5608-3085"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eftychios Sifakis","raw_affiliation_strings":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102975242"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.0349,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98518307,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"39","issue":"6","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9973000288009644,"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":0.9973000288009644,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11751","display_name":"Lattice Boltzmann Simulation Studies","score":0.9947999715805054,"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/solver","display_name":"Solver","score":0.8456935882568359},{"id":"https://openalex.org/keywords/fluidics","display_name":"Fluidics","score":0.7565053701400757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7201930284500122},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.6160767674446106},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.5743567943572998},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5430060029029846},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5065873861312866},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5064836740493774},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4380202293395996},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.160331130027771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1592276394367218},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.14064311981201172},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13004463911056519},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1059548556804657}],"concepts":[{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.8456935882568359},{"id":"https://openalex.org/C132651336","wikidata":"https://www.wikidata.org/wiki/Q185571","display_name":"Fluidics","level":2,"score":0.7565053701400757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7201930284500122},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.6160767674446106},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.5743567943572998},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5430060029029846},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5065873861312866},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5064836740493774},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4380202293395996},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.160331130027771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1592276394367218},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.14064311981201172},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13004463911056519},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1059548556804657},{"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/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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3414685.3417795","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417795","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417795","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:dspace.mit.edu:1721.1/134003","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/134003","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM","raw_type":"http://purl.org/eprint/type/JournalArticle"}],"best_oa_location":{"id":"doi:10.1145/3414685.3417795","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417795","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417795","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1437337415","display_name":"AF: Small: Collaborative Research: Scalable and Topologically Versatile Material Point Methods for Complex Materials in Multiphysics Simulation","funder_award_id":"1812944","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5604139910","display_name":null,"funder_award_id":"2019-1902010000","funder_id":"https://openalex.org/F4320333051","funder_display_name":"Intelligence Advanced Research Projects Activity"},{"id":"https://openalex.org/G6894087409","display_name":"CHS: Medium: Collaborative Research: Inverse Anatomical Modeling of the Face for Orthognathic Surgery","funder_award_id":"1763638","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7428800892","display_name":null,"funder_award_id":"IIS-1763638","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7541765920","display_name":null,"funder_award_id":"1919647","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7634679858","display_name":null,"funder_award_id":"CCF-1812944","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8290312484","display_name":"III: Small: Collaborative Research: Learning Active Physics-Based Models from Data","funder_award_id":"2008584","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G97508571","display_name":null,"funder_award_id":"2019-19020100001","funder_id":"https://openalex.org/F4320333051","funder_display_name":"Intelligence Advanced Research Projects Activity"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320333051","display_name":"Intelligence Advanced Research Projects Activity","ror":"https://ror.org/01v3fsc55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3107866939.pdf","grobid_xml":"https://content.openalex.org/works/W3107866939.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1575923498","https://openalex.org/W1968415651","https://openalex.org/W1969960922","https://openalex.org/W1972453937","https://openalex.org/W1974460029","https://openalex.org/W1987393363","https://openalex.org/W1989721002","https://openalex.org/W1993371992","https://openalex.org/W1995984133","https://openalex.org/W2000601047","https://openalex.org/W2001988147","https://openalex.org/W2003105834","https://openalex.org/W2007408534","https://openalex.org/W2014025488","https://openalex.org/W2024127739","https://openalex.org/W2028033942","https://openalex.org/W2033694016","https://openalex.org/W2045618004","https://openalex.org/W2046090405","https://openalex.org/W2053776542","https://openalex.org/W2060896947","https://openalex.org/W2062242999","https://openalex.org/W2065123515","https://openalex.org/W2086060865","https://openalex.org/W2091674402","https://openalex.org/W2093231023","https://openalex.org/W2094217503","https://openalex.org/W2094663490","https://openalex.org/W2098258814","https://openalex.org/W2105408128","https://openalex.org/W2119611099","https://openalex.org/W2125589119","https://openalex.org/W2142596047","https://openalex.org/W2143163345","https://openalex.org/W2146674345","https://openalex.org/W2156410578","https://openalex.org/W2156592746","https://openalex.org/W2156948053","https://openalex.org/W2164404893","https://openalex.org/W2171985801","https://openalex.org/W2220999736","https://openalex.org/W2237109911","https://openalex.org/W2245672305","https://openalex.org/W2295821368","https://openalex.org/W2317739438","https://openalex.org/W2465865740","https://openalex.org/W2533714443","https://openalex.org/W2586197554","https://openalex.org/W2587288333","https://openalex.org/W2738259880","https://openalex.org/W2739171131","https://openalex.org/W2775411641","https://openalex.org/W2788109773","https://openalex.org/W2811105005","https://openalex.org/W2818535721","https://openalex.org/W2902393810","https://openalex.org/W2903013118","https://openalex.org/W2903778725","https://openalex.org/W2970529185","https://openalex.org/W2971768012","https://openalex.org/W2984601291","https://openalex.org/W3009718062","https://openalex.org/W3107406057","https://openalex.org/W3123879774","https://openalex.org/W3138143451","https://openalex.org/W3149667697","https://openalex.org/W4233546237"],"related_works":["https://openalex.org/W4229052146","https://openalex.org/W1604758548","https://openalex.org/W4367553810","https://openalex.org/W2104142636","https://openalex.org/W1549048322","https://openalex.org/W2804126825","https://openalex.org/W2011940952","https://openalex.org/W2731831065","https://openalex.org/W4283162424","https://openalex.org/W2144429051"],"abstract_inverted_index":{"We":[0,110],"present":[1],"a":[2,15,19],"method":[3],"for":[4,24,34,136],"performance-driven":[5],"optimization":[6,108],"of":[7,18,38,47,68,86,114,119],"fluidic":[8,49,123,138],"devices.":[9,139],"In":[10,61],"our":[11],"approach,":[12],"engineers":[13],"provide":[14],"high-level":[16],"specification":[17],"device":[20,50],"using":[21],"parametric":[22,93],"surfaces":[23],"the":[25,39,45,48,92,103,112],"fluid-solid":[26],"boundaries.":[27],"They":[28],"also":[29],"specify":[30],"desired":[31,57],"flow":[32,55,58,77],"properties":[33],"inlets":[35],"and":[36],"outlets":[37],"device.":[40],"Our":[41,79,125],"computational":[42,66,133],"approach":[43,116,126],"optimizes":[44],"boundary":[46,94],"such":[51],"that":[52],"its":[53],"steady-state":[54],"matches":[56],"at":[59],"outlets.":[60],"order":[62],"to":[63,84,91,101],"deal":[64],"with":[65,89,105],"challenges":[67],"this":[69,115],"task,":[70],"we":[71],"propose":[72],"an":[73,128],"efficient,":[74],"differentiable":[75],"Stokes":[76],"solver.":[78],"solver":[80,104],"provides":[81],"explicit":[82],"access":[83],"gradients":[85],"performance":[87],"metrics":[88],"respect":[90],"representation.":[95],"This":[96],"key":[97],"feature":[98],"allows":[99],"us":[100],"couple":[102],"efficient":[106],"gradient-based":[107],"methods.":[109],"demonstrate":[111],"efficacy":[113],"on":[117],"designs":[118],"five":[120],"complex":[121],"3D":[122],"systems.":[124],"makes":[127],"important":[129],"step":[130],"towards":[131],"practical":[132],"design":[134],"tools":[135],"high-performance":[137]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
