{"id":"https://openalex.org/W2736319452","doi":"https://doi.org/10.1109/tcad.2017.2729463","title":"Scheduling and Fluid Routing for Flow-Based Microfluidic Laboratories-on-a-Chip","display_name":"Scheduling and Fluid Routing for Flow-Based Microfluidic Laboratories-on-a-Chip","publication_year":2017,"publication_date":"2017-07-19","ids":{"openalex":"https://openalex.org/W2736319452","doi":"https://doi.org/10.1109/tcad.2017.2729463","mag":"2736319452"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2017.2729463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2017.2729463","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbit.dtu.dk/en/publications/fd9b0cfe-0201-4b18-934a-6438df6cbacb","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087903844","display_name":"Wajid Hassan Minhass","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Wajid Hassan Minhass","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084556819","display_name":"Jeffrey McDaniel","orcid":"https://orcid.org/0000-0001-9388-7875"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey McDaniel","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9388-7875","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001676682","display_name":"Michael Lander Raagaard","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Michael Raagaard","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011244614","display_name":"Philip Brisk","orcid":"https://orcid.org/0000-0003-0083-9781"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Brisk","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041645408","display_name":"Paul Pop","orcid":"https://orcid.org/0000-0001-9981-1775"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Paul Pop","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056287081","display_name":"Jan Madsen","orcid":"https://orcid.org/0000-0002-5098-8454"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jan Madsen","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087903844"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":1.05,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.75318213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"37","issue":"3","first_page":"615","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10412","display_name":"Microfluidic and Capillary Electrophoresis Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/microfluidics","display_name":"Microfluidics","score":0.6788824796676636},{"id":"https://openalex.org/keywords/lab-on-a-chip","display_name":"Lab-on-a-chip","score":0.6448075771331787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5518876910209656},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5380726456642151},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4868015944957733},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37905779480934143},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3244776427745819},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.25315824151039124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19593313336372375},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.15921640396118164},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1074877679347992},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08441406488418579}],"concepts":[{"id":"https://openalex.org/C8673954","wikidata":"https://www.wikidata.org/wiki/Q138845","display_name":"Microfluidics","level":2,"score":0.6788824796676636},{"id":"https://openalex.org/C138942068","wikidata":"https://www.wikidata.org/wiki/Q633261","display_name":"Lab-on-a-chip","level":3,"score":0.6448075771331787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5518876910209656},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5380726456642151},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4868015944957733},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37905779480934143},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3244776427745819},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.25315824151039124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19593313336372375},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.15921640396118164},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1074877679347992},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08441406488418579}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcad.2017.2729463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2017.2729463","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt4fx1s6pp","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4fx1s6pp","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol 37, iss 3","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/fd9b0cfe-0201-4b18-934a-6438df6cbacb","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/fd9b0cfe-0201-4b18-934a-6438df6cbacb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Minhass , W H , McDaniel , J , Raagaard , M L , Brisk , P , Pop , P &amp; Madsen , J 2017 , ' Scheduling and Fluid Routing for Flow-Based Microfluidic Laboratories-on-a-Chip ' , I E E E Transactions on Computer - Aided Design of Integrated Circuits and Systems , vol. 37 , no. 3 , pp. 615 - 628 . https://doi.org/10.1109/TCAD.2017.2729463","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/fd9b0cfe-0201-4b18-934a-6438df6cbacb","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/fd9b0cfe-0201-4b18-934a-6438df6cbacb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Minhass , W H , McDaniel , J , Raagaard , M L , Brisk , P , Pop , P &amp; Madsen , J 2017 , ' Scheduling and Fluid Routing for Flow-Based Microfluidic Laboratories-on-a-Chip ' , I E E E Transactions on Computer - Aided Design of Integrated Circuits and Systems , vol. 37 , no. 3 , pp. 615 - 628 . https://doi.org/10.1109/TCAD.2017.2729463","raw_type":"article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6166098498","display_name":null,"funder_award_id":"1351115","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6960529676","display_name":null,"funder_award_id":"2106-08-0018 (ProCell)","funder_id":"https://openalex.org/F4320334770","funder_display_name":"Danish Agency for Science and Higher Education"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320333848","display_name":"Forsknings- og Innovationsstyrelsen","ror":null},{"id":"https://openalex.org/F4320334770","display_name":"Danish Agency for Science and Higher Education","ror":"https://ror.org/03ge1nb22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1519220933","https://openalex.org/W1579034878","https://openalex.org/W1899927368","https://openalex.org/W1933886027","https://openalex.org/W1974022084","https://openalex.org/W1983621106","https://openalex.org/W1990521360","https://openalex.org/W1991626235","https://openalex.org/W1996296142","https://openalex.org/W1998641515","https://openalex.org/W2045533724","https://openalex.org/W2056258969","https://openalex.org/W2060929285","https://openalex.org/W2064053341","https://openalex.org/W2070378283","https://openalex.org/W2071311642","https://openalex.org/W2080416055","https://openalex.org/W2082349458","https://openalex.org/W2086187432","https://openalex.org/W2088405514","https://openalex.org/W2094790256","https://openalex.org/W2100588415","https://openalex.org/W2110460556","https://openalex.org/W2113749416","https://openalex.org/W2120566745","https://openalex.org/W2123370218","https://openalex.org/W2128427912","https://openalex.org/W2128897938","https://openalex.org/W2129183345","https://openalex.org/W2132396932","https://openalex.org/W2141089321","https://openalex.org/W2148626564","https://openalex.org/W2154347237","https://openalex.org/W2160368877","https://openalex.org/W2169528473","https://openalex.org/W2170884232","https://openalex.org/W2171414627","https://openalex.org/W2295208317","https://openalex.org/W2306479335","https://openalex.org/W2345389793","https://openalex.org/W2345517693","https://openalex.org/W3011891279","https://openalex.org/W3099448392","https://openalex.org/W6640375315","https://openalex.org/W6646359195","https://openalex.org/W6674344998","https://openalex.org/W6704955705"],"related_works":["https://openalex.org/W3103016203","https://openalex.org/W2106238498","https://openalex.org/W2463681241","https://openalex.org/W161520385","https://openalex.org/W2140522072","https://openalex.org/W2021085378","https://openalex.org/W2136854845","https://openalex.org/W2375007538","https://openalex.org/W2387172946","https://openalex.org/W2569660137"],"abstract_inverted_index":{"Microfluidic":[0],"laboratories-on-a-chip":[1],"(LoCs)":[2],"are":[3,10,22,37,83,164],"replacing":[4],"the":[5,14,74,77,91,96,99,103,105,110,115,120,159,166,188],"conventional":[6],"biochemical":[7,18,151],"analyzers":[8],"and":[9,31,66,81,109,112,139],"able":[11],"to":[12,98,169],"integrate":[13],"necessary":[15],"functions":[16],"for":[17,173],"analysis":[19],"on-chip.":[20],"There":[21],"several":[23,56],"types":[24],"of":[25,47,76,90,93,102,107,114],"LoCs,":[26,41],"each":[27],"having":[28],"its":[29],"advantages":[30],"limitations.":[32],"In":[33],"this":[34,128],"paper":[35],"we":[36,82,130,177],"interested":[38,84],"in":[39,42,85,95,187],"flow-based":[40],"which":[43,162,183],"a":[44,132,180],"continuous":[45],"flow":[46],"liquid":[48],"is":[49,79,124,168],"manipulated":[50],"using":[51,143],"integrated":[52,186],"microvalves.":[53],"By":[54],"combining":[55],"microvalves,":[57],"more":[58],"complex":[59],"units,":[60],"such":[61,118],"as":[62,145,147],"micropumps,":[63],"switches,":[64],"mixers,":[65],"multiplexers,":[67],"can":[68],"be":[69],"built.":[70],"We":[71],"consider":[72],"that":[73,119,155],"architecture":[75],"LoC":[78],"given,":[80],"synthesizing":[86],"an":[87],"implementation,":[88],"consisting":[89],"binding":[92],"operations":[94,108,172],"application":[97,121,135],"functional":[100],"units":[101],"architecture,":[104],"scheduling":[106,113],"routing":[111],"fluid":[116],"flows,":[117],"completion":[122],"time":[123],"minimized.":[125],"To":[126],"solve":[127],"problem,":[129],"propose":[131,179],"list":[133],"scheduling-based":[134],"mapping":[136],"(LSAM)":[137],"framework":[138],"evaluate":[140],"it":[141],"by":[142],"real-life":[144],"well":[146],"synthetic":[148],"benchmarks.":[149],"When":[150],"applications":[152],"contain":[153],"fluids":[154],"may":[156],"adsorb":[157],"on":[158,161],"substrate":[160],"they":[163],"transported,":[165],"solution":[167],"use":[170],"rinsing":[171,181],"contamination":[174],"avoidance.":[175],"Hence,":[176],"also":[178],"heuristic,":[182],"has":[184],"been":[185],"LSAM":[189],"framework.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
