{"id":"https://openalex.org/W3127464798","doi":"https://doi.org/10.1109/access.2021.3057959","title":"A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature","display_name":"A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3127464798","doi":"https://doi.org/10.1109/access.2021.3057959","mag":"3127464798"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3057959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3057959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09350313.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09350313.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062491653","display_name":"Darius Roman","orcid":"https://orcid.org/0000-0002-0452-0674"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Darius Roman","raw_affiliation_strings":["Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000300454","display_name":"Saurabh Saxena","orcid":"https://orcid.org/0000-0002-1414-1221"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saurabh Saxena","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047141214","display_name":"Jens Bruns","orcid":"https://orcid.org/0000-0002-0741-2847"},"institutions":[{"id":"https://openalex.org/I4210146965","display_name":"Baker Hughes (Germany)","ror":"https://ror.org/04z8wqp73","country_code":"DE","type":"company","lineage":["https://openalex.org/I257179599","https://openalex.org/I4210146965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Bruns","raw_affiliation_strings":["Drilling Service, Baker Hughes, Celle, Germany"],"affiliations":[{"raw_affiliation_string":"Drilling Service, Baker Hughes, Celle, Germany","institution_ids":["https://openalex.org/I4210146965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052097132","display_name":"Valentin Robu","orcid":"https://orcid.org/0000-0002-9280-2072"},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832","https://openalex.org/I4405262988"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Robu Valentin","raw_affiliation_strings":["Centrum Wiskunde & Informatica (CWI), Amsterdam, The Netherlands","Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Centrum Wiskunde & Informatica (CWI), Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1341640284"]},{"raw_affiliation_string":"Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013287421","display_name":"Michael Pecht","orcid":"https://orcid.org/0000-0003-1126-8662"},"institutions":[{"id":"https://openalex.org/I4210156197","display_name":"Life Cycle Engineering (United States)","ror":"https://ror.org/056hm0802","country_code":"US","type":"company","lineage":["https://openalex.org/I4210156197"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Pecht","raw_affiliation_strings":["Center for Advanced Life Cycle Engineering (CALCE), University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Life Cycle Engineering (CALCE), University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I4210156197","https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032160199","display_name":"David Flynn","orcid":"https://orcid.org/0000-0002-1024-3618"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Flynn","raw_affiliation_strings":["Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Smart Systems Group (SSG), School of Engineering and Physical Science (EPS), Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062491653"],"corresponding_institution_ids":["https://openalex.org/I32062511"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4875,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.81026137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"25544","last_page":"25553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10018","display_name":"Advancements in Battery Materials","score":0.9944000244140625,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9814000129699707,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/capacitor","display_name":"Capacitor","score":0.6365137696266174},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5854414105415344},{"id":"https://openalex.org/keywords/capacitance","display_name":"Capacitance","score":0.5829068422317505},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.5376547574996948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40701621770858765},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.40097886323928833},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.39028337597846985},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.35517141222953796},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.32545462250709534},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2561441659927368},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.1995660960674286},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.17834270000457764},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.15510231256484985},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10468652844429016},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0973747968673706}],"concepts":[{"id":"https://openalex.org/C52192207","wikidata":"https://www.wikidata.org/wiki/Q5322","display_name":"Capacitor","level":3,"score":0.6365137696266174},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5854414105415344},{"id":"https://openalex.org/C30066665","wikidata":"https://www.wikidata.org/wiki/Q164399","display_name":"Capacitance","level":3,"score":0.5829068422317505},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.5376547574996948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40701621770858765},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40097886323928833},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.39028337597846985},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.35517141222953796},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.32545462250709534},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2561441659927368},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.1995660960674286},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.17834270000457764},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.15510231256484985},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10468652844429016},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0973747968673706},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2021.3057959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3057959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09350313.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:cwi.nl:30619","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/30619","pdf_url":"https://ir.cwi.nl/pub/30619/30619.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access vol. 9, pp. 25544-25553","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:59d920bfefd44f458754ece88fc74a4e","is_oa":true,"landing_page_url":"https://doaj.org/article/59d920bfefd44f458754ece88fc74a4e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 25544-25553 (2021)","raw_type":"article"},{"id":"pmh:oai:osti.gov:1768003","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1768003","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1109/access.2021.3057959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3057959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09350313.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2130733190","display_name":null,"funder_award_id":"AtRI_100015","funder_id":"https://openalex.org/F4320309120","funder_display_name":"Baker Hughes"},{"id":"https://openalex.org/G3145861531","display_name":null,"funder_award_id":"EP/P001173/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4178969625","display_name":"Centre for Energy Systems Integration","funder_award_id":"EP/P001173/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6244725262","display_name":null,"funder_award_id":"Centre for Doctoral Training","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8719353587","display_name":null,"funder_award_id":"EP/P0","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320309120","display_name":"Baker Hughes","ror":"https://ror.org/05ts6js78"},{"id":"https://openalex.org/F4320311518","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127464798.pdf","grobid_xml":"https://content.openalex.org/works/W3127464798.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1537978536","https://openalex.org/W1841840321","https://openalex.org/W1984354255","https://openalex.org/W2000359198","https://openalex.org/W2016371041","https://openalex.org/W2017751495","https://openalex.org/W2025522374","https://openalex.org/W2030901680","https://openalex.org/W2041118436","https://openalex.org/W2097998348","https://openalex.org/W2101234009","https://openalex.org/W2101709642","https://openalex.org/W2125849100","https://openalex.org/W2186153285","https://openalex.org/W2290803928","https://openalex.org/W2417460170","https://openalex.org/W2465065960","https://openalex.org/W2586311465","https://openalex.org/W2606679783","https://openalex.org/W2612210564","https://openalex.org/W2614904093","https://openalex.org/W2620770434","https://openalex.org/W2727165102","https://openalex.org/W2732108499","https://openalex.org/W2791632718","https://openalex.org/W2791972000","https://openalex.org/W2810469995","https://openalex.org/W2897250207","https://openalex.org/W2965460092","https://openalex.org/W2972487051","https://openalex.org/W2978449012","https://openalex.org/W2981984647","https://openalex.org/W2995303835","https://openalex.org/W3003257820","https://openalex.org/W3012264837","https://openalex.org/W3013298653","https://openalex.org/W3015439865","https://openalex.org/W3019966218","https://openalex.org/W3034272367","https://openalex.org/W3103145119","https://openalex.org/W3201839907","https://openalex.org/W4211049957","https://openalex.org/W4285719527","https://openalex.org/W6674385629","https://openalex.org/W6675354045","https://openalex.org/W6679072756","https://openalex.org/W6753254651","https://openalex.org/W6776288864"],"related_works":["https://openalex.org/W4398198689","https://openalex.org/W2354365353","https://openalex.org/W1988437325","https://openalex.org/W2347585086","https://openalex.org/W2080773395","https://openalex.org/W2099626417","https://openalex.org/W2019514496","https://openalex.org/W2085450379","https://openalex.org/W4405443963","https://openalex.org/W2354552488"],"abstract_inverted_index":{"Electrochemical":[0],"capacitors":[1],"(ECs)":[2],"have":[3],"only":[4],"recently":[5],"been":[6],"considered":[7],"as":[8,79,107],"an":[9,108,139],"alternative":[10],"power":[11],"source":[12],"for":[13,19,67],"telemetry":[14],"sensors":[15],"of":[16,31,51,76,130,146,155,178],"drilling":[17],"equipment":[18],"geothermal":[20],"or":[21],"oil":[22],"and":[23,29,61,150],"gas":[24],"exploration.":[25],"The":[26,100,123,164],"lifecycle":[27],"analysis":[28],"modelling":[30,68],"ECs":[32,52],"is":[33,104,125],"underrepresented":[34],"in":[35,37,83],"literature":[36],"comparison":[38],"to":[39,110,117,159,169],"other":[40],"storage":[41],"devices":[42],"e.g.":[43],"Li-ion":[44],"batteries.":[45],"This":[46],"paper":[47],"investigates":[48],"the":[49,56,69,90,94,119,171],"degradation":[50,173],"when":[53,89,157],"cycled":[54],"outside":[55],"manufacturer-specified":[57],"operating":[58,96,179],"temperature":[59,92,97,180],"envelope":[60],"proposes":[62],"a":[63,80,111,128,151,160,176],"machine":[64],"learning-based":[65],"approach":[66],"degradation.":[70],"Experimental":[71],"results":[72],"show":[73],"that":[74],"end":[75],"life,":[77],"defined":[78],"30%":[81],"decrease":[82],"capacitance,":[84],"occurs":[85],"at":[86,175],"1,000":[87],"cycles":[88],"environmental":[91],"exceeds":[93],"maximum":[95],"by":[98],"30%.":[99],"life-cycle":[101],"test":[102],"data":[103],"then":[105],"used":[106],"input":[109],"Gaussian":[112],"process":[113],"regression":[114],"(GPR)":[115],"algorithm":[116],"predict":[118],"capacitance":[120],"fade":[121],"trend.":[122],"GPR":[124],"validated":[126],"on":[127],"total":[129],"nine":[131],"commercial":[132],"cells":[133],"from":[134],"two":[135],"different":[136],"manufacturers,":[137],"achieving":[138],"average":[140],"root":[141],"mean":[142,152],"squared":[143],"percent":[144],"error":[145],"less":[147],"than":[148],"2%":[149],"calibration":[153],"score":[154],"93%":[156],"referenced":[158],"95%":[161],"confidence":[162],"interval.":[163],"model":[165],"can":[166],"be":[167],"utilized":[168],"determine":[170],"EC":[172],"rate":[174],"range":[177],"values.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}