{"id":"https://openalex.org/W4410583194","doi":"https://doi.org/10.23919/date64628.2025.10992789","title":"EDA-Aware RTL Generation with Large Language Models","display_name":"EDA-Aware RTL Generation with Large Language Models","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4410583194","doi":"https://doi.org/10.23919/date64628.2025.10992789"},"language":"en","primary_location":{"id":"doi:10.23919/date64628.2025.10992789","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10992789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation & Test in Europe Conference (DATE)","raw_type":"proceedings-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/A5076547706","display_name":"Md Aminul Islam","orcid":"https://orcid.org/0000-0002-5028-1803"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mubashir ul Islam","raw_affiliation_strings":["PrimisAI,Los Gatos,CA,USA"],"affiliations":[{"raw_affiliation_string":"PrimisAI,Los Gatos,CA,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114388317","display_name":"Humza Sami","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Humza Sami","raw_affiliation_strings":["PrimisAI,Los Gatos,CA,USA"],"affiliations":[{"raw_affiliation_string":"PrimisAI,Los Gatos,CA,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002568331","display_name":"Pierre\u2010Emmanuel Gaillardon","orcid":"https://orcid.org/0000-0003-3634-3999"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pierre-Emmanuel Gaillardon","raw_affiliation_strings":["University of Utah,Salt Lake City,UT,USA"],"affiliations":[{"raw_affiliation_string":"University of Utah,Salt Lake City,UT,USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044448893","display_name":"Valerio Tenace","orcid":"https://orcid.org/0000-0001-7339-6913"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valerio Tenace","raw_affiliation_strings":["PrimisAI,Los Gatos,CA,USA"],"affiliations":[{"raw_affiliation_string":"PrimisAI,Los Gatos,CA,USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076547706"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2287,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91979953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.3578000068664551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.3578000068664551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11106","display_name":"Data Management and Algorithms","score":0.32089999318122864,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.7727117538452148},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5668942332267761},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.40901240706443787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727117538452148},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5668942332267761},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40901240706443787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date64628.2025.10992789","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10992789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation & Test in Europe Conference (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W4379115941","https://openalex.org/W4388040405","https://openalex.org/W4389166737","https://openalex.org/W4392972103","https://openalex.org/W4393305455","https://openalex.org/W4409369309","https://openalex.org/W6798182279","https://openalex.org/W6809509765","https://openalex.org/W6809646742","https://openalex.org/W6846254642","https://openalex.org/W6858189809","https://openalex.org/W6869616974","https://openalex.org/W6872835810","https://openalex.org/W6875848093"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"have":[4],"become":[5],"increasingly":[6],"popular":[7],"for":[8,25,50,145,149],"generating":[9],"RTL":[10,15,76,160],"code.":[11],"However,":[12],"producing":[13],"error-free":[14],"code":[16,57,77,126,161],"in":[17],"a":[18,68,91,130],"zero-shot":[19],"setting":[20],"remains":[21],"highly":[22],"challenging":[23],"even":[24],"state-of-the-art":[26],"LLMs,":[27],"often":[28],"leading":[29],"to":[30,55,105],"issues":[31],"that":[32,95,121],"require":[33],"manual,":[34],"iterative":[35,80],"refinement.":[36],"This":[37],"additional":[38],"debugging":[39],"process":[40],"can":[41],"dramatically":[42],"increase":[43],"the":[44,48,60,116,137,156],"verification":[45],"workload,":[46],"underscoring":[47],"need":[49],"robust,":[51],"automated":[52],"correction":[53],"mechanisms":[54],"ensure":[56],"correctness":[58],"from":[59,98],"start.":[61],"In":[62,136],"this":[63],"work,":[64],"we":[65],"introduce":[66],"AIVRIL2,":[67],"self-verifying,":[69],"LLM-agnostic":[70],"agentic":[71],"framework":[72,123],"aimed":[73],"at":[74],"enhancing":[75],"generation":[78],"through":[79],"corrections":[81],"of":[82,143,158],"both":[83],"syntax":[84],"and":[85,108,147],"functional":[86,140],"errors.":[87],"Our":[88],"approach":[89],"leverages":[90],"collaborative":[92],"multi-agent":[93],"system":[94],"incorporates":[96],"feedback":[97],"error":[99],"logs":[100],"generated":[101],"by":[102],"EDA":[103],"tools":[104],"automatically":[106],"identify":[107],"resolve":[109],"design":[110],"flaws.":[111],"Experimental":[112],"results,":[113],"conducted":[114],"on":[115],"VerilogEval-Human":[117],"benchmark":[118],"suite,":[119],"demonstrate":[120],"our":[122],"significantly":[124],"improves":[125],"quality,":[127],"achieving":[128],"nearly":[129],"3.4\u00d7":[131],"enhancement":[132],"over":[133],"prior":[134],"methods.":[135],"best-case":[138],"scenario,":[139],"pass":[141],"rates":[142],"77%":[144],"Verilog":[146],"66%":[148],"VHDL":[150],"were":[151],"obtained,":[152],"thus":[153],"substantially":[154],"improving":[155],"reliability":[157],"LLM-driven":[159],"generation.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}