{"id":"https://openalex.org/W3209648960","doi":"https://doi.org/10.1145/3520484","title":"Sparsity-Specific Code Optimization using Expression Trees","display_name":"Sparsity-Specific Code Optimization using Expression Trees","publication_year":2022,"publication_date":"2022-04-01","ids":{"openalex":"https://openalex.org/W3209648960","doi":"https://doi.org/10.1145/3520484","mag":"3209648960"},"language":"en","primary_location":{"id":"doi:10.1145/3520484","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3520484","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3520484","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","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3520484","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085483317","display_name":"Philipp Herholz","orcid":"https://orcid.org/0000-0002-8389-792X"},"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":"Philipp Herholz","raw_affiliation_strings":["ETH Zurich, Zurich Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8389-792X","affiliations":[{"raw_affiliation_string":"ETH Zurich, Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089386439","display_name":"Xuan Tang","orcid":"https://orcid.org/0000-0002-2505-6727"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuan Tang","raw_affiliation_strings":["New York University, New York, NY USA"],"raw_orcid":"https://orcid.org/0000-0002-2505-6727","affiliations":[{"raw_affiliation_string":"New York University, New York, NY USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008550029","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, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5969-636X","affiliations":[{"raw_affiliation_string":"University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039453861","display_name":"Shoaib Kamil","orcid":"https://orcid.org/0000-0001-5965-3717"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shoaib Kamil","raw_affiliation_strings":["Adobe Research, Cambridge, MA USA"],"raw_orcid":"https://orcid.org/0000-0001-5965-3717","affiliations":[{"raw_affiliation_string":"Adobe Research, Cambridge, MA USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046160172","display_name":"Daniele Panozzo","orcid":"https://orcid.org/0000-0003-1183-2454"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniele Panozzo","raw_affiliation_strings":["New York University, New York, NY USA"],"raw_orcid":"https://orcid.org/0000-0003-1183-2454","affiliations":[{"raw_affiliation_string":"New York University, New York, NY USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064927253","display_name":"Olga Sorkine\u2010Hornung","orcid":"https://orcid.org/0000-0002-8089-3974"},"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":"Olga Sorkine-Hornung","raw_affiliation_strings":["ETH Zurich, Zurich Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8089-3974","affiliations":[{"raw_affiliation_string":"ETH Zurich, Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6179,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95205789,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"41","issue":"5","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.8399728536605835},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.668018102645874},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5911752581596375},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5403352975845337},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5116134285926819},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5058767199516296},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.49720266461372375},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.47049617767333984},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.46680739521980286},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4475402235984802},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44101792573928833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4378141164779663},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.4275115728378296},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.4047282338142395},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32083213329315186},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.15021631121635437},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.0925828218460083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0891149640083313},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08655199408531189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8399728536605835},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.668018102645874},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5911752581596375},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5403352975845337},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5116134285926819},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5058767199516296},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.49720266461372375},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.47049617767333984},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.46680739521980286},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4475402235984802},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44101792573928833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4378141164779663},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.4275115728378296},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4047282338142395},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32083213329315186},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.15021631121635437},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0925828218460083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0891149640083313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08655199408531189},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3520484","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3520484","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3520484","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:www.research-collection.ethz.ch:20.500.11850/573519","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/573519","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Graphics, 41 (5)","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.3929/ethz-b-000573519","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000573519","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3520484","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3520484","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3520484","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/G1188353613","display_name":"CHS: Small: Collaborative Research: Robust High Order Meshing and Analysis for Design Pipeline Automation","funder_award_id":"1908767","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1421660364","display_name":null,"funder_award_id":"OAC-1835712","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G142336335","display_name":null,"funder_award_id":"101003104","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1547837699","display_name":null,"funder_award_id":"DGECR-2021-00461 and RGPIN-2021-03707","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2056912205","display_name":null,"funder_award_id":"CHS-1908767","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2287096735","display_name":"Convergence Accelerator Phase I (RAISE): Product Design and Manufacturing Graph-As-A-Service","funder_award_id":"1937043","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2911724531","display_name":null,"funder_award_id":"RGPIN-2021-03707","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3936934665","display_name":null,"funder_award_id":"CHS-1901091","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4381437475","display_name":null,"funder_award_id":"OIA-1937043","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4821826369","display_name":"CAREER: Coupling Geometry Acquisition and Digital Fabrication","funder_award_id":"1652515","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5877424458","display_name":"CHS: Medium: Geometric Deep Learning for Accurate and Efficient Physics Simulation","funder_award_id":"1901091","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7361322662","display_name":"Elements:Software:Open-Source Robust Geometry Toolkit for Black-Box Finite Element Analysis","funder_award_id":"1835712","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307757","display_name":"Advanced Micro Devices","ror":"https://ror.org/04kd6c783"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209648960.pdf","grobid_xml":"https://content.openalex.org/works/W3209648960.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W398759745","https://openalex.org/W1489951562","https://openalex.org/W1493774699","https://openalex.org/W1538707437","https://openalex.org/W1585773866","https://openalex.org/W1853291804","https://openalex.org/W1935978687","https://openalex.org/W1989988531","https://openalex.org/W2043609983","https://openalex.org/W2049487370","https://openalex.org/W2055312318","https://openalex.org/W2068326054","https://openalex.org/W2073061372","https://openalex.org/W2082533328","https://openalex.org/W2082856519","https://openalex.org/W2099625934","https://openalex.org/W2112667144","https://openalex.org/W2146292423","https://openalex.org/W2165693128","https://openalex.org/W2235036220","https://openalex.org/W2252007067","https://openalex.org/W2425283055","https://openalex.org/W2478429860","https://openalex.org/W2566719947","https://openalex.org/W2590246587","https://openalex.org/W2898123186","https://openalex.org/W2899412331","https://openalex.org/W2902699695","https://openalex.org/W2953944188","https://openalex.org/W2961615917","https://openalex.org/W2962727772","https://openalex.org/W2962813113","https://openalex.org/W3003257820","https://openalex.org/W3041518155","https://openalex.org/W3049566529","https://openalex.org/W3049715889","https://openalex.org/W3108012228","https://openalex.org/W3109154950","https://openalex.org/W3121402054","https://openalex.org/W3126453257","https://openalex.org/W3136479147","https://openalex.org/W3160927444","https://openalex.org/W3203872640","https://openalex.org/W4210409048","https://openalex.org/W4238549709","https://openalex.org/W4239552902","https://openalex.org/W4255286169","https://openalex.org/W4255450819"],"related_works":["https://openalex.org/W2294901673","https://openalex.org/W2370647676","https://openalex.org/W2100753372","https://openalex.org/W2037152020","https://openalex.org/W3104152981","https://openalex.org/W3122369893","https://openalex.org/W2221819563","https://openalex.org/W2407476586","https://openalex.org/W2750654225","https://openalex.org/W1977905671"],"abstract_inverted_index":{"We":[0,69],"introduce":[1],"a":[2,28,57,98],"code":[3,9],"generator":[4],"that":[5,49,71],"converts":[6],"unoptimized":[7],"C++":[8],"operating":[10],"on":[11,87,94],"sparse":[12],"data":[13],"into":[14,27],"vectorized":[15],"and":[16,37,66,78,89,125],"parallel":[17],"CPU":[18,103],"or":[19],"GPU":[20],"kernels.":[21],"Our":[22],"approach":[23,73],"unrolls":[24],"the":[25,45,50,107],"computation":[26],"massive":[29],"expression":[30,34],"graph,":[31],"performs":[32],"redundant":[33],"elimination,":[35],"grouping,":[36],"then":[38],"generates":[39],"an":[40],"architecture-specific":[41],"kernel":[42],"to":[43,75,97,116,122],"solve":[44],"same":[46],"problem,":[47],"assuming":[48],"sparsity":[51],"pattern":[52],"is":[53,56],"fixed,":[54],"which":[55],"common":[58],"scenario":[59],"in":[60,63],"many":[61],"applications":[62,121],"computer":[64],"graphics":[65],"scientific":[67],"computing.":[68],"show":[70],"our":[72,111],"scales":[74],"large":[76],"problems":[77],"can":[79],"achieve":[80],"speedups":[81],"of":[82,85,92,100,110],"two":[83],"orders":[84,91],"magnitude":[86,93],"CPUs":[88],"three":[90],"GPUs,":[95],"compared":[96],"set":[99],"manually":[101],"optimized":[102],"baselines.":[104],"To":[105],"demonstrate":[106],"practical":[108],"applicability":[109],"approach,":[112],"we":[113],"employ":[114],"it":[115],"optimize":[117],"popular":[118],"algorithms":[119],"with":[120],"physical":[123],"simulation":[124],"interactive":[126],"mesh":[127],"deformation.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
