{"id":"https://openalex.org/W7167934653","doi":"https://doi.org/10.1145/3801488.3806248","title":"End-to-end codesign in AI-enabled computational science (ENCODE)","display_name":"End-to-end codesign in AI-enabled computational science (ENCODE)","publication_year":2026,"publication_date":"2026-05-19","ids":{"openalex":"https://openalex.org/W7167934653","doi":"https://doi.org/10.1145/3801488.3806248"},"language":null,"primary_location":{"id":"doi:10.1145/3801488.3806248","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3801488.3806248","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Computing Frontiers: Workshops and Special Sessions","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047048362","display_name":"Robert Rall\u00f3","orcid":"https://orcid.org/0000-0003-3812-4458"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Rallo","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL), Richland, WA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3812-4458","affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL), Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075175819","display_name":"Mahantesh Halappanavar","orcid":"https://orcid.org/0000-0002-2323-4753"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahantesh Halappanavar","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL), Richland, WA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2323-4753","affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL), Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038062469","display_name":"Kevin Barker","orcid":"https://orcid.org/0000-0003-4947-0559"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Barker","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL), Richland, WA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4947-0559","affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL), Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016828976","display_name":"Mark Raugas","orcid":"https://orcid.org/0000-0002-5597-8781"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Raugas","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL), Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5597-8781","affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL), Seattle, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041853964","display_name":"Antonino Tumeo","orcid":"https://orcid.org/0000-0001-9452-120X"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Antonino Tumeo","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL), Richland, WA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9452-120X","affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL), Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069179438","display_name":"Vidya A. Chhabria","orcid":"https://orcid.org/0000-0002-3273-0724"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vidya Chhabria","raw_affiliation_strings":["Arizona State University (ASU), Tempe, AZ, USA"],"raw_orcid":"https://orcid.org/0000-0002-3273-0724","affiliations":[{"raw_affiliation_string":"Arizona State University (ASU), Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037134125","display_name":"Andreas Olofsson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139061","display_name":"Zero Emissions Resource Organisation","ror":"https://ror.org/03j5ebv52","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I4210139061"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andreas Olofsson","raw_affiliation_strings":["ZeroASIC, Lexington, MA, USA"],"raw_orcid":"https://orcid.org/0009-0001-7607-5506","affiliations":[{"raw_affiliation_string":"ZeroASIC, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210139061"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.38029998540878296,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.38029998540878296,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.08879999816417694,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.07999999821186066,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/workflow","display_name":"Workflow","score":0.675599992275238},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6575999855995178},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5626999735832214},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.5346999764442444},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5177000164985657},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5135999917984009},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.4616999924182892},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.44350001215934753},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.675599992275238},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6575999855995178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6366999745368958},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5626999735832214},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.5346999764442444},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5177000164985657},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5135999917984009},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.4616999924182892},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.44510000944137573},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.44350001215934753},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43970000743865967},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39340001344680786},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39320001006126404},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C37135326","wikidata":"https://www.wikidata.org/wiki/Q931942","display_name":"Design flow","level":2,"score":0.3625999987125397},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C2991948145","wikidata":"https://www.wikidata.org/wiki/Q16801175","display_name":"National laboratory","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C62460635","wikidata":"https://www.wikidata.org/wiki/Q5508853","display_name":"Functional verification","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C88468194","wikidata":"https://www.wikidata.org/wiki/Q1172416","display_name":"Data-flow analysis","level":3,"score":0.27559998631477356},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2778035492","wikidata":"https://www.wikidata.org/wiki/Q7315176","display_name":"Research program","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C33054407","wikidata":"https://www.wikidata.org/wiki/Q6504747","display_name":"Software verification","level":5,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3801488.3806248","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3801488.3806248","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Computing Frontiers: Workshops and Special Sessions","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4754999279975891,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3624304638","display_name":null,"funder_award_id":"LAB 24-3210: ENCODE","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4410810355","https://openalex.org/W4411713386","https://openalex.org/W4412066049","https://openalex.org/W4415250795"],"related_works":[],"abstract_inverted_index":{"The":[0,53],"United":[1],"States":[2],"Department":[3],"of":[4,8,73,117],"Energy":[5],"(DOE)":[6],"Office":[7],"Science":[9],"Advanced":[10],"Scientific":[11],"Computing":[12],"Research":[13],"(ASCR)":[14],"Project":[15],"ENCODE":[16,79],"at":[17],"Pacific":[18],"Northwest":[19],"National":[20],"Laboratory":[21],"(PNNL)":[22],"is":[23,57],"a":[24,144],"five-year":[25],"research":[26],"program":[27],"beginning":[28],"in":[29,61,94,146],"2025":[30],"building":[31],"an":[32],"open,":[33],"end-to-end":[34],"co-design":[35],"workflow":[36],"that":[37,58,90],"reduces":[38],"the":[39,95,114,118,120,164],"time":[40],"required":[41],"to":[42,51],"translate":[43],"new":[44],"algorithms":[45],"into":[46,153],"manufacturable":[47],"hardware":[48,75],"from":[49,69],"years":[50],"days.":[52],"project\u2019s":[54],"central":[55],"premise":[56],"major":[59],"gains":[60],"performance,":[62],"energy":[63],"efficiency,":[64],"and":[65,87,109,131,136,156,160,169],"assurance":[66],"cannot":[67],"come":[68],"optimizing":[70],"isolated":[71],"stages":[72],"today\u2019s":[74],"design":[76],"process.":[77],"Instead,":[78],"tightly":[80],"couples":[81],"compilation,":[82],"high-level":[83,148],"synthesis,":[84],"physical":[85],"design,":[86],"verification":[88,161],"so":[89],"decisions":[91],"made":[92],"early":[93],"flow":[96],"are":[97,167],"informed":[98],"by":[99],"downstream":[100],"realities":[101],"like":[102],"routing":[103],"congestion,":[104],"timing":[105],"closure,":[106],"memory":[107],"behavior,":[108],"validation":[110],"costs.":[111],"In":[112],"2025,":[113],"first":[115],"year":[116],"project,":[119],"team":[121],"advanced":[122],"this":[123],"vision":[124],"through":[125],"two":[126],"coordinated":[127],"thrusts:":[128],"(1)":[129],"Intelligent":[130],"Scalable":[132],"Hardware":[133],"Design":[134],"Automation":[135],"(2)":[137],"Next":[138],"Generation":[139],"Testbeds.":[140],"Together":[141],"they":[142],"establish":[143],"pipeline":[145],"which":[147],"models":[149],"can":[150],"be":[151],"transformed":[152],"optimized":[154],"accelerators":[155],"layouts,":[157],"while":[158],"simulation":[159],"infrastructure":[162],"ensures":[163],"resulting":[165],"designs":[166],"trustworthy":[168],"measurable.":[170]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-11T00:00:00"}
