{"id":"https://openalex.org/W4200270443","doi":"https://doi.org/10.1109/iccad51958.2021.9643477","title":"Relative-Scheduling-Based High-Level Synthesis for Flow-Based Microfluidic Biochips","display_name":"Relative-Scheduling-Based High-Level Synthesis for Flow-Based Microfluidic Biochips","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200270443","doi":"https://doi.org/10.1109/iccad51958.2021.9643477"},"language":"en","primary_location":{"id":"doi:10.1109/iccad51958.2021.9643477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad51958.2021.9643477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mediatum.ub.tum.de/doc/1638642/document.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022783019","display_name":"Fangda Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fangda Zuo","raw_affiliation_strings":["Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088491433","display_name":"Mengchu Li","orcid":"https://orcid.org/0000-0001-8239-2674"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mengchu Li","raw_affiliation_strings":["Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077609536","display_name":"Tsun\u2010Ming Tseng","orcid":"https://orcid.org/0000-0003-1032-8408"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tsun-Ming Tseng","raw_affiliation_strings":["Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062800747","display_name":"Tsung-Yi Ho","orcid":"https://orcid.org/0000-0001-7348-5625"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Yi Ho","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017567485","display_name":"Ulf Schlichtmann","orcid":"https://orcid.org/0000-0003-4431-7619"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulf Schlichtmann","raw_affiliation_strings":["Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronic Design Automation, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.814,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68576425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9998999834060669,"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9995999932289124,"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/T10412","display_name":"Microfluidic and Capillary Electrophoresis Applications","score":0.9986000061035156,"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/biochip","display_name":"Biochip","score":0.9552222490310669},{"id":"https://openalex.org/keywords/microfluidics","display_name":"Microfluidics","score":0.7345691919326782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585260033607483},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6278595924377441},{"id":"https://openalex.org/keywords/lab-on-a-chip","display_name":"Lab-on-a-chip","score":0.6262750625610352},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.579964816570282},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.4756174683570862},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4504162669181824},{"id":"https://openalex.org/keywords/microfluidic-chip","display_name":"Microfluidic chip","score":0.44563084840774536},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3927746117115021},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.20612800121307373},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.1928139626979828},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.18618330359458923},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13017910718917847},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12348002195358276}],"concepts":[{"id":"https://openalex.org/C87892846","wikidata":"https://www.wikidata.org/wiki/Q864256","display_name":"Biochip","level":2,"score":0.9552222490310669},{"id":"https://openalex.org/C8673954","wikidata":"https://www.wikidata.org/wiki/Q138845","display_name":"Microfluidics","level":2,"score":0.7345691919326782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585260033607483},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6278595924377441},{"id":"https://openalex.org/C138942068","wikidata":"https://www.wikidata.org/wiki/Q633261","display_name":"Lab-on-a-chip","level":3,"score":0.6262750625610352},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.579964816570282},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.4756174683570862},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4504162669181824},{"id":"https://openalex.org/C2988198817","wikidata":"https://www.wikidata.org/wiki/Q633261","display_name":"Microfluidic chip","level":3,"score":0.44563084840774536},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3927746117115021},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.20612800121307373},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.1928139626979828},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.18618330359458923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13017910718917847},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12348002195358276},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccad51958.2021.9643477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad51958.2021.9643477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1638642","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1638642","pdf_url":"https://mediatum.ub.tum.de/doc/1638642/document.pdf","source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1638642","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1638642","pdf_url":"https://mediatum.ub.tum.de/doc/1638642/document.pdf","source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200270443.pdf","grobid_xml":"https://content.openalex.org/works/W4200270443.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1899927368","https://openalex.org/W1986163307","https://openalex.org/W1996296142","https://openalex.org/W2002294925","https://openalex.org/W2024971068","https://openalex.org/W2055565290","https://openalex.org/W2064053341","https://openalex.org/W2071972254","https://openalex.org/W2077112018","https://openalex.org/W2088405514","https://openalex.org/W2116007667","https://openalex.org/W2117273677","https://openalex.org/W2123572303","https://openalex.org/W2132396932","https://openalex.org/W2136966950","https://openalex.org/W2333296258","https://openalex.org/W2345517693","https://openalex.org/W2626489545","https://openalex.org/W2736319452","https://openalex.org/W2886093910","https://openalex.org/W2950837188","https://openalex.org/W2951234566","https://openalex.org/W6764266315"],"related_works":["https://openalex.org/W1995422305","https://openalex.org/W2080016274","https://openalex.org/W2154811012","https://openalex.org/W2188930786","https://openalex.org/W4392425192","https://openalex.org/W2017735662","https://openalex.org/W1489367151","https://openalex.org/W2020086507","https://openalex.org/W2146795298","https://openalex.org/W2065089461"],"abstract_inverted_index":{"The":[0],"rapid":[1],"development":[2],"of":[3,36,79,99],"microfluidic":[4,17],"biochips":[5],"requires":[6],"matching":[7],"automated":[8],"synthesis":[9,14,50,69],"methods.":[10],"In":[11,61],"particular,":[12],"high-level":[13,68],"methods":[15,51],"for":[16],"chips":[18],"need":[19],"to":[20,71],"consider":[21],"various":[22],"bio-constraints":[23,103],"regarding":[24],"time":[25,98],"and":[26,76],"device":[27],"occupancy.":[28],"Recent":[29],"biochemical":[30],"applications":[31],"show":[32,89],"that":[33,48,90],"the":[34,46,73,77,95,106],"duration":[35],"some":[37],"bio-operations":[38,83],"cannot":[39],"be":[40],"predicted":[41],"in":[42],"advance,":[43],"which":[44],"increases":[45],"likelihood":[47],"current":[49],"would":[52],"waste":[53],"on-chip":[54,80,108],"resources":[55],"or":[56],"even":[57],"violate":[58],"given":[59],"bio-constraints.":[60],"this":[62],"work,":[63],"we":[64],"present":[65],"a":[66],"relative-scheduling-based":[67],"method":[70,92],"optimize":[72],"bio-assay":[74],"schedules":[75],"usage":[78],"devices":[81],"considering":[82],"with":[84],"indeterminate":[85],"durations.":[86],"Experimental":[87],"results":[88],"our":[91],"significantly":[93],"reduces":[94],"total":[96],"execution":[97],"bioassays":[100],"without":[101],"violating":[102],"when":[104],"using":[105],"same":[107],"resources.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}