{"id":"https://openalex.org/W7203624924","doi":"https://doi.org/10.1109/smacd70206.2026.11647757","title":"LLMs on the Path Toward Analog IC Automation: ChatGPT as an ADC Design Expert","display_name":"LLMs on the Path Toward Analog IC Automation: ChatGPT as an ADC Design Expert","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7203624924","doi":"https://doi.org/10.1109/smacd70206.2026.11647757"},"language":"en","primary_location":{"id":"doi:10.1109/smacd70206.2026.11647757","doi":"https://doi.org/10.1109/smacd70206.2026.11647757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smacd70206.2026.11647757","pdf_url":null,"source":{"id":"https://openalex.org/S4306419861","display_name":"International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 22nd International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuits Design (SMACD)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/smacd70206.2026.11647757","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092779811","display_name":"Enes Sa\u011fl\u0131can","orcid":"https://orcid.org/0000-0002-0960-8501","observed_orcids":["https://orcid.org/0000-0002-0960-8501"]},"institutions":[{"id":"https://openalex.org/I109297418","display_name":"Gebze Technical University","ror":"https://ror.org/01sdnnq10","country_code":"TR","type":"education","lineage":["https://openalex.org/I109297418"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Enes Sa\u011fl\u0131can","raw_affiliation_strings":["Gebze Technical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gebze Technical University","institution_ids":["https://openalex.org/I109297418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006975259","display_name":"Kemal Ozanoglu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kemal Ozanoglu","raw_affiliation_strings":["Bo\u011fazi\u00e7i University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo\u011fazi\u00e7i University","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052669741","display_name":"G\u00fcnhan D\u00fcndar","orcid":"https://orcid.org/0000-0003-2044-2706","observed_orcids":["https://orcid.org/0000-0003-2044-2706"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00fcnhan D\u00fcndar","raw_affiliation_strings":["Bo\u011fazi\u00e7i University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo\u011fazi\u00e7i University","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048055344","display_name":"Eng\u00edn Afacan","orcid":"https://orcid.org/0000-0002-1581-3894","observed_orcids":["https://orcid.org/0000-0002-1581-3894"]},"institutions":[{"id":"https://openalex.org/I109297418","display_name":"Gebze Technical University","ror":"https://ror.org/01sdnnq10","country_code":"TR","type":"education","lineage":["https://openalex.org/I109297418"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Engin Afacan","raw_affiliation_strings":["Gebze Technical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gebze Technical University","institution_ids":["https://openalex.org/I109297418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.6753000020980835,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.6753000020980835,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.23080000281333923,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9869999885559082},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.9829999804496765},{"id":"https://openalex.org/keywords/analog-ic-design","display_name":"analog integrated circuit design","score":0.8320000171661377},{"id":"https://openalex.org/keywords/analog-to-digital-converter","display_name":"analog-to-digital converter","score":0.953000009059906},{"id":"https://openalex.org/keywords/design-automation","display_name":"design automation","score":0.6990000009536743},{"id":"https://openalex.org/keywords/architecture-selection","display_name":"architecture selection","score":0.8309999704360962},{"id":"https://openalex.org/keywords/design-guidelines","display_name":"design guidelines","score":0.5550000071525574},{"id":"https://openalex.org/keywords/prompting","display_name":"prompting","score":0.4320000112056732},{"id":"https://openalex.org/keywords/assessment-framework","display_name":"evaluation framework","score":0.6140000224113464}],"concepts":[{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.6438999772071838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5196999907493591},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.44920000433921814},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3531999886035919},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3447999954223633},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C74524168","wikidata":"https://www.wikidata.org/wiki/Q1074539","display_name":"Integrated circuit design","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.25209999084472656},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smacd70206.2026.11647757","doi":"https://doi.org/10.1109/smacd70206.2026.11647757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smacd70206.2026.11647757","pdf_url":null,"source":{"id":"https://openalex.org/S4306419861","display_name":"International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 22nd International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuits Design (SMACD)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/smacd70206.2026.11647757","doi":"https://doi.org/10.1109/smacd70206.2026.11647757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smacd70206.2026.11647757","pdf_url":null,"source":{"id":"https://openalex.org/S4306419861","display_name":"International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 22nd International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuits Design (SMACD)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2125270192","https://openalex.org/W3107965887","https://openalex.org/W4409306182","https://openalex.org/W4410639019","https://openalex.org/W4413147537","https://openalex.org/W4413754700"],"related_works":["https://openalex.org/W4413095976","https://openalex.org/W7204472322","https://openalex.org/W4390659735","https://openalex.org/W4409346832","https://openalex.org/W7169549614","https://openalex.org/W7141772159","https://openalex.org/W7155510550","https://openalex.org/W7165518449","https://openalex.org/W7203473713","https://openalex.org/W4413120686"],"abstract_inverted_index":{"Numerous":[0],"machine":[1],"learning":[2],"techniques":[3],"have":[4,55,68],"been":[5],"applied":[6],"to":[7,31,71,92,96],"address":[8],"complex":[9,75],"problems":[10],"in":[11,74],"analog":[12,23,76,101,151],"integrated":[13],"circuit":[14,36,102],"(IC)":[15],"design.":[16],"However,":[17],"the":[18,32,49,69,123,141],"highly":[19],"non-linear":[20],"nature":[21],"of":[22,34,51,144],"sub-blocks":[24],"makes":[25],"system-level":[26],"automation":[27,39],"particularly":[28,79,104],"challenging":[29],"due":[30],"lack":[33],"robust":[35],"models.":[37],"Such":[38],"can":[40],"be":[41],"improved":[42],"by":[43],"integrating":[44],"nonlinear":[45],"design":[46,77,98,132,153],"parameters":[47],"with":[48],"insights":[50],"experienced":[52],"designers":[53,73],"who":[54],"developed":[56],"these":[57],"skills":[58],"over":[59],"decades.":[60],"In":[61,84],"this":[62,85],"context,":[63],"large":[64],"language":[65],"models":[66],"(LLMs)":[67],"potential":[70,142],"assist":[72],"tasks,":[78],"during":[80],"early-stage":[81,150],"architecture":[82],"selection.":[83],"paper,":[86],"we":[87],"present":[88],"an":[89],"evaluation":[90],"framework":[91],"assess":[93],"ChatGPT\u2019s":[94],"capability":[95],"provide":[97],"guidance":[99],"for":[100,149],"problems,":[103],"analog-to-digital":[105],"converters":[106],"(ADCs).":[107],"The":[108,138],"model":[109],"is":[110,128],"prompted":[111],"using":[112],"a":[113],"dataset-anchored":[114],"approach,":[115],"where":[116],"Boris":[117],"Murmann\u2019s":[118],"ADC":[119],"survey":[120],"serves":[121],"as":[122,146],"reference":[124],"dataset.":[125],"Its":[126],"performance":[127],"evaluated":[129],"through":[130,155],"twenty-four":[131],"scenarios":[133],"across":[134],"four":[135],"difficulty":[136],"levels.":[137],"results":[139],"highlight":[140],"usage":[143],"LLMs":[145],"effective":[147],"assistants":[148],"IC":[152],"exploration":[154],"design-tailored":[156],"prompting.":[157]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-18T00:00:00"}