{"id":"https://openalex.org/W4286506272","doi":"https://doi.org/10.3233/faia220063","title":"Optimizing Laser-Induced Graphene Production","display_name":"Optimizing Laser-Induced Graphene Production","publication_year":2022,"publication_date":"2022-07-15","ids":{"openalex":"https://openalex.org/W4286506272","doi":"https://doi.org/10.3233/faia220063"},"language":"en","primary_location":{"id":"doi:10.3233/faia220063","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220063","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220063","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220063","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032997049","display_name":"Lars Kotthoff","orcid":"https://orcid.org/0000-0003-4635-6873"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lars Kotthoff","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001109117","display_name":"Sourin Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sourin Dey","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001694175","display_name":"Jake Heil","orcid":null},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake Heil","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783682","display_name":"Vivek Jain","orcid":"https://orcid.org/0009-0009-8324-3692"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Jain","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005235935","display_name":"Todd Muller","orcid":null},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Muller","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006973891","display_name":"Alexander Scott Tyrrell","orcid":"https://orcid.org/0000-0001-7581-1762"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Tyrrell","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025044420","display_name":"Hud Wahab","orcid":"https://orcid.org/0000-0001-9086-3384"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hud Wahab","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023479642","display_name":"Patrick A. Johnson","orcid":"https://orcid.org/0000-0002-3870-3508"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Johnson","raw_affiliation_strings":["Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA"],"affiliations":[{"raw_affiliation_string":"Center for Artifically Intelligent Manufacturing, University of Wyoming, 1000 E University Ave, Laramie, WY 82071, USA","institution_ids":["https://openalex.org/I12834331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5032997049"],"corresponding_institution_ids":["https://openalex.org/I12834331"],"apc_list":null,"apc_paid":null,"fwci":2.2949,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88138949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12039","display_name":"Electron and X-Ray Spectroscopy Techniques","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/graphene","display_name":"Graphene","score":0.803767740726471},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5837299227714539},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5720925331115723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5258879065513611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4823529124259949},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4742126762866974},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4741087555885315},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.44858407974243164},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4413148760795593},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4335877299308777},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4269437789916992},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3930377960205078},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.37081974744796753},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35263383388519287},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2913048267364502},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20642074942588806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12838661670684814},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09508165717124939}],"concepts":[{"id":"https://openalex.org/C30080830","wikidata":"https://www.wikidata.org/wiki/Q169917","display_name":"Graphene","level":2,"score":0.803767740726471},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5837299227714539},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5720925331115723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5258879065513611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4823529124259949},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4742126762866974},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4741087555885315},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.44858407974243164},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4413148760795593},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4335877299308777},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4269437789916992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3930377960205078},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.37081974744796753},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35263383388519287},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2913048267364502},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20642074942588806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12838661670684814},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09508165717124939},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia220063","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220063","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220063","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia220063","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220063","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220063","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G8780049603","display_name":null,"funder_award_id":"1813537","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320308732","display_name":"Wyoming Space Grant Consortium","ror":"https://ror.org/04jaeeg73"},{"id":"https://openalex.org/F4320310258","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96"},{"id":"https://openalex.org/F4320338283","display_name":"Office of Experimental Program to Stimulate Competitive Research","ror":"https://ror.org/04k9mqs78"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4286506272.pdf","grobid_xml":"https://content.openalex.org/works/W4286506272.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W135104305","https://openalex.org/W1510052597","https://openalex.org/W1984777578","https://openalex.org/W2022010275","https://openalex.org/W2024227324","https://openalex.org/W2026065370","https://openalex.org/W2045912757","https://openalex.org/W2052780036","https://openalex.org/W2140746165","https://openalex.org/W2167124542","https://openalex.org/W2168372922","https://openalex.org/W2188664028","https://openalex.org/W2224497753","https://openalex.org/W2299676960","https://openalex.org/W2337110853","https://openalex.org/W2437591545","https://openalex.org/W2461312660","https://openalex.org/W2471922281","https://openalex.org/W2563751252","https://openalex.org/W2576881135","https://openalex.org/W2753070114","https://openalex.org/W2785882823","https://openalex.org/W2792146030","https://openalex.org/W2792343483","https://openalex.org/W2806807572","https://openalex.org/W2888436131","https://openalex.org/W2889829039","https://openalex.org/W2926222015","https://openalex.org/W2974501677","https://openalex.org/W2980784078","https://openalex.org/W3034186509","https://openalex.org/W3103128256","https://openalex.org/W4207028664","https://openalex.org/W4244888989","https://openalex.org/W6680741220","https://openalex.org/W6959456255"],"related_works":["https://openalex.org/W2606452130","https://openalex.org/W3149465128","https://openalex.org/W3196929922","https://openalex.org/W2377562106","https://openalex.org/W2081887179","https://openalex.org/W2328592354","https://openalex.org/W4321795992","https://openalex.org/W3033906315","https://openalex.org/W1578765583","https://openalex.org/W2914224237"],"abstract_inverted_index":{"A":[0],"lot":[1],"of":[2,46,66,69,76,98,117,131,140,149],"technological":[3],"advances":[4],"depend":[5],"on":[6,90],"next-generation":[7],"materials,":[8],"such":[9,22],"as":[10],"graphene,":[11,48],"which":[12],"enables":[13],"better":[14],"electronics,":[15],"to":[16,42,85,101,111,128,142],"name":[17],"but":[18],"one":[19],"example.":[20],"Manufacturing":[21],"materials":[23],"is":[24,33],"often":[25],"difficult,":[26],"in":[27,64,109],"particular,":[28],"producing":[29],"graphene":[30,72,154],"at":[31],"scale":[32],"an":[34,49],"open":[35],"problem.":[36],"We":[37,58,80,120],"apply":[38],"state-of-the-art":[39],"machine":[40,118],"learning":[41],"optimize":[43],"the":[44,67,70,96,112,122,129,150],"production":[45],"laser-induced":[47,153],"established":[50],"manufacturing":[51],"method":[52],"that":[53,137],"has":[54],"shown":[55],"great":[56],"promise.":[57],"demonstrate":[59],"improvements":[60],"over":[61],"previous":[62],"results":[63],"terms":[65],"quality":[68,130],"produced":[71],"from":[73],"a":[74,106],"variety":[75],"different":[77,102],"precursor":[78],"materials.":[79],"use":[81],"Bayesian":[82],"model-based":[83],"optimization":[84],"quickly":[86],"improve":[87,146],"outcomes":[88],"based":[89],"little":[91],"initial":[92],"data":[93],"and":[94,134,145],"show":[95],"robustness":[97],"our":[99,147],"approach":[100],"experimental":[103],"conditions,":[104],"tackling":[105],"small-data":[107],"problem":[108],"contrast":[110],"more":[113],"common":[114],"big-data":[115],"applications":[116],"learning.":[119],"analyze":[121],"learned":[123,135],"surrogate":[124],"models":[125],"with":[126],"respect":[127],"their":[132],"predictions":[133],"relationships":[136],"may":[138],"be":[139],"interest":[141],"domain":[143],"experts":[144],"understanding":[148],"processes":[151],"governing":[152],"production.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
