{"id":"https://openalex.org/W4413179934","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11100655","title":"On the Effects of Modeling on the Sim-to-Real Transfer Gap in Twinning the POWDER Platform","display_name":"On the Effects of Modeling on the Sim-to-Real Transfer Gap in Twinning the POWDER Platform","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4413179934","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11100655"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshp64532.2024.11100655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11100655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","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/A5004486858","display_name":"Maxwell McManus","orcid":"https://orcid.org/0000-0002-3477-3840"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maxwell McManus","raw_affiliation_strings":["University at Buffalo,Dept. EE,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. EE,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111206957","display_name":"Yuqing Cui","orcid":"https://orcid.org/0000-0002-4994-3179"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuqing Cui","raw_affiliation_strings":["University at Buffalo,Dept. EE,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. EE,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090131161","display_name":"Josh Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Zhaoxi Zhang","raw_affiliation_strings":["University at Buffalo,Dept. EE,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. EE,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071876359","display_name":"Elizabeth Serena Bentley","orcid":"https://orcid.org/0000-0003-0972-9933"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elizabeth Serena Bentley","raw_affiliation_strings":["U.S. AFRL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. AFRL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113520236","display_name":"Michael J. Medley","orcid":null},"institutions":[{"id":"https://openalex.org/I90965887","display_name":"SUNY Polytechnic Institute","ror":"https://ror.org/000fxgx19","country_code":"US","type":"education","lineage":["https://openalex.org/I90965887"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Medley","raw_affiliation_strings":["SUNY Polytechnic Institute,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SUNY Polytechnic Institute,USA","institution_ids":["https://openalex.org/I90965887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047238501","display_name":"Nicholas Mastronarde","orcid":"https://orcid.org/0000-0002-8474-7237"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Mastronarde","raw_affiliation_strings":["University at Buffalo,Dept. EE,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. EE,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085416965","display_name":"Zhangyu Guan","orcid":"https://orcid.org/0000-0001-6134-215X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhangyu Guan","raw_affiliation_strings":["University at Buffalo,Dept. EE,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. EE,USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"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":0.36383512,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12810","display_name":"Real-time simulation and control systems","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12810","display_name":"Real-time simulation and control systems","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10346","display_name":"Magnetic confinement fusion research","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/crystal-twinning","display_name":"Crystal twinning","score":0.7887020707130432},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5056850910186768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40830808877944946},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.39584875106811523},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.1573973298072815},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.110272616147995}],"concepts":[{"id":"https://openalex.org/C6840138","wikidata":"https://www.wikidata.org/wiki/Q109856","display_name":"Crystal twinning","level":3,"score":0.7887020707130432},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5056850910186768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40830808877944946},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.39584875106811523},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.1573973298072815},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.110272616147995},{"id":"https://openalex.org/C87976508","wikidata":"https://www.wikidata.org/wiki/Q1498213","display_name":"Microstructure","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshp64532.2024.11100655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11100655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3038427506","https://openalex.org/W3046200519","https://openalex.org/W3080667742","https://openalex.org/W3090837129","https://openalex.org/W3098806383","https://openalex.org/W3115726903","https://openalex.org/W3185756812","https://openalex.org/W3205598458","https://openalex.org/W4386013082","https://openalex.org/W4386349022","https://openalex.org/W4391305428","https://openalex.org/W4392159087","https://openalex.org/W4393027163"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1493431192","https://openalex.org/W1513594922","https://openalex.org/W284763200","https://openalex.org/W2006487241","https://openalex.org/W2135757558","https://openalex.org/W3198758544","https://openalex.org/W1989646587"],"abstract_inverted_index":{"Digital":[0],"Twin":[1],"(DT)":[2],"technology":[3],"is":[4],"expected":[5],"to":[6,35],"play":[7],"a":[8,16,48,60],"pivotal":[9],"role":[10],"in":[11,20,46,88],"NextG":[12],"wireless":[13,124],"systems.":[14],"However,":[15],"key":[17],"challenge":[18],"remains":[19],"the":[21,29,43,52,64,80,95,108,120],"evaluation":[22],"of":[23,31,63,66,82,97,122],"data-driven":[24],"algorithms":[25],"within":[26],"DTs,":[27],"particularly":[28],"transfer":[30],"learning":[32],"from":[33,111],"simulations":[34],"real-world":[36],"environments.":[37],"In":[38],"this":[39],"work,":[40],"we":[41,106],"investigate":[42],"sim-to-real":[44,101],"gap":[45],"developing":[47],"digital":[49],"twin":[50],"for":[51,119],"NSF":[53],"PAWR":[54],"Platform,":[55],"POWDER.":[56],"We":[57,77],"first":[58],"develop":[59],"3D":[61],"model":[62,99,112],"University":[65],"Utah":[67],"campus,":[68],"incorporating":[69],"geographical":[70],"measurements":[71],"and":[72,91,114],"all":[73],"rooftop":[74],"POWDER":[75],"nodes.":[76],"then":[78],"assess":[79],"accuracy":[81],"various":[83],"path":[84],"loss":[85],"models":[86],"used":[87],"training":[89],"modeling":[90],"control":[92],"policies,":[93],"examining":[94],"impact":[96],"each":[98],"on":[100],"link":[102],"performance":[103],"predictions.":[104],"Finally,":[105],"discuss":[107],"lessons":[109],"learned":[110],"selection":[113],"simulation":[115],"design,":[116],"offering":[117],"guidance":[118],"implementation":[121],"DT-enabled":[123],"networks.":[125]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}