{"id":"https://openalex.org/W4416582891","doi":"https://doi.org/10.1109/tcad.2025.3636445","title":"An Unsupervised Learning-Based Multidimensional Scaling Approach for Placement and Routing of Monolithic Microwave Integrated Circuit","display_name":"An Unsupervised Learning-Based Multidimensional Scaling Approach for Placement and Routing of Monolithic Microwave Integrated Circuit","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W4416582891","doi":"https://doi.org/10.1109/tcad.2025.3636445"},"language":null,"primary_location":{"id":"doi:10.1109/tcad.2025.3636445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3636445","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101927124","display_name":"Yifan Wu","orcid":"https://orcid.org/0000-0002-0975-2853"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Wu","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020902466","display_name":"Junchao Wang","orcid":"https://orcid.org/0000-0002-6749-1858"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junchao Wang","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6749-1858","affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiayu Chen","orcid":"https://orcid.org/0009-0005-3126-0045"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Chen","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-3126-0045","affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352467","display_name":"Yaqi Wang","orcid":"https://orcid.org/0000-0002-4627-3392"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqi Wang","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4627-3392","affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599502","display_name":"Bin You","orcid":"https://orcid.org/0000-0001-7549-8665"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin You","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7549-8665","affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361964","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-8627-5085"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8627-5085","affiliations":[{"raw_affiliation_string":"Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2983932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":"7","first_page":"3169","last_page":"3182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.8471999764442444,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.8471999764442444,"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/T11527","display_name":"3D IC and TSV technologies","score":0.07419999688863754,"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.019500000402331352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/monolithic-microwave-integrated-circuit","display_name":"Monolithic microwave integrated circuit","score":0.7684000134468079},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.5544999837875366},{"id":"https://openalex.org/keywords/integrated-circuit-layout","display_name":"Integrated circuit layout","score":0.5498999953269958},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.5271000266075134},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.5202000141143799},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5045999884605408},{"id":"https://openalex.org/keywords/physical-design","display_name":"Physical design","score":0.4902999997138977},{"id":"https://openalex.org/keywords/page-layout","display_name":"Page layout","score":0.4731000065803528},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.4535999894142151}],"concepts":[{"id":"https://openalex.org/C128450285","wikidata":"https://www.wikidata.org/wiki/Q1945036","display_name":"Monolithic microwave integrated circuit","level":4,"score":0.7684000134468079},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5764999985694885},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.5544999837875366},{"id":"https://openalex.org/C2765594","wikidata":"https://www.wikidata.org/wiki/Q2624187","display_name":"Integrated circuit layout","level":3,"score":0.5498999953269958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.54830002784729},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.5271000266075134},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.5202000141143799},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5045999884605408},{"id":"https://openalex.org/C188817802","wikidata":"https://www.wikidata.org/wiki/Q13426855","display_name":"Physical design","level":3,"score":0.4902999997138977},{"id":"https://openalex.org/C188985296","wikidata":"https://www.wikidata.org/wiki/Q868954","display_name":"Page layout","level":2,"score":0.4731000065803528},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.44780001044273376},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.4196000099182129},{"id":"https://openalex.org/C5546195","wikidata":"https://www.wikidata.org/wiki/Q5969842","display_name":"IC layout editor","level":5,"score":0.3772999942302704},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3763999938964844},{"id":"https://openalex.org/C162057924","wikidata":"https://www.wikidata.org/wiki/Q1617706","display_name":"High-electron-mobility transistor","level":4,"score":0.3515999913215637},{"id":"https://openalex.org/C179145894","wikidata":"https://www.wikidata.org/wiki/Q5264353","display_name":"Design layout record","level":5,"score":0.3434999883174896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34150001406669617},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C74524168","wikidata":"https://www.wikidata.org/wiki/Q1074539","display_name":"Integrated circuit design","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.2759999930858612},{"id":"https://openalex.org/C26490066","wikidata":"https://www.wikidata.org/wiki/Q17006835","display_name":"Circuit extraction","level":4,"score":0.2526000142097473},{"id":"https://openalex.org/C119823426","wikidata":"https://www.wikidata.org/wiki/Q184793","display_name":"Computer Aided Design","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2025.3636445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3636445","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1871833631","display_name":null,"funder_award_id":"62206081","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"layout":[1,28,32,52,58,124],"method":[2,77],"for":[3],"Radio":[4],"Frequency/Monolithic":[5],"Microwave":[6],"Integrated":[7],"Circuit":[8],"(RF/MMIC)":[9],"is":[10],"one":[11],"of":[12],"the":[13,76,82],"key":[14],"components":[15],"in":[16,129],"achieving":[17,108],"MMIC":[18,31,123,130],"design":[19,53,131],"automation.":[20,132],"Our":[21],"work":[22,117],"proposes":[23],"a":[24],"multi-stage":[25],"progressive":[26],"automated":[27,57,122],"framework":[29,43],"addressing":[30],"challenges":[33],"under":[34],"0.25":[35],"\u03bc<italic":[36],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[37],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">m</i>":[38],"GaAs":[39],"pHEMT":[40],"technology.":[41],"This":[42],"employs":[44],"dimensionality":[45],"reduction":[46],"from":[47,87],"unsupervised":[48],"learning,":[49],"integrates":[50],"practical":[51],"rules,":[54],"and":[55,72,126],"achieves":[56,84],"through":[59],"analytical":[60],"optimization":[61],"methods.":[62,113],"Applied":[63],"to":[64,89,96,104],"multiple":[65],"cases":[66],"including":[67],"filters,":[68],"low-noise":[69],"amplifiers":[70,74],"(LNAs),":[71],"power":[73],"(PAs),":[75],"successfully":[78],"generated":[79],"manufacturable":[80],"layouts;":[81],"process":[83],"end-to-end":[85],"automation":[86],"placement":[88],"routing,":[90],"producing":[91],"layouts":[92],"that":[93],"are":[94],"verified":[95],"be":[97],"DRC-clean.":[98],"Simulation-verified":[99],"results":[100],"demonstrate":[101],"comparable":[102],"performance":[103],"manual":[105],"designs":[106],"while":[107],"\u226510\u00d7":[109],"speedup":[110],"over":[111],"conventional":[112],"We":[114],"believe":[115],"this":[116],"contributes":[118],"valuable":[119],"attempts":[120],"toward":[121],"generation":[125],"advances":[127],"progress":[128]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-11-25T00:00:00"}
