{"id":"https://openalex.org/W2890801383","doi":"https://doi.org/10.3390/s18092916","title":"A Hybrid Method Applied to Improve the Efficiency of Full-Waveform Inversion for Pavement Characterization","display_name":"A Hybrid Method Applied to Improve the Efficiency of Full-Waveform Inversion for Pavement Characterization","publication_year":2018,"publication_date":"2018-09-03","ids":{"openalex":"https://openalex.org/W2890801383","doi":"https://doi.org/10.3390/s18092916","mag":"2890801383","pmid":"https://pubmed.ncbi.nlm.nih.gov/30177594"},"language":"en","primary_location":{"id":"doi:10.3390/s18092916","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092916","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2916/pdf?version=1536056124","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/9/2916/pdf?version=1536056124","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100434270","display_name":"Jingwei Zhang","orcid":"https://orcid.org/0000-0002-7241-0610"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingwei Zhang","raw_affiliation_strings":["Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100149, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100149, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040122642","display_name":"Shengbo Ye","orcid":"https://orcid.org/0009-0003-6030-8082"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengbo Ye","raw_affiliation_strings":["Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012873783","display_name":"Li Yi","orcid":"https://orcid.org/0000-0003-0216-831X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Yi","raw_affiliation_strings":["Fukushima Renewable Energy Institute, AIST (FREA), Fukushima 963-0298, Japan"],"affiliations":[{"raw_affiliation_string":"Fukushima Renewable Energy Institute, AIST (FREA), Fukushima 963-0298, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109404604","display_name":"Yuquan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuquan Lin","raw_affiliation_strings":["Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100149, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100149, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697642","display_name":"Hai Liu","orcid":"https://orcid.org/0000-0003-4494-1075"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hai Liu","raw_affiliation_strings":["School of Civil Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031785556","display_name":"Guangyou Fang","orcid":"https://orcid.org/0000-0002-7443-0850"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyou Fang","raw_affiliation_strings":["Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100434270","https://openalex.org/A5100697642"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I37987034","https://openalex.org/I4210110458","https://openalex.org/I4210165038"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.997,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76475089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":"9","first_page":"2916","last_page":"2916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"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"}},{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11757","display_name":"Seismic Waves and Analysis","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6669750213623047},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5685966610908508},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.4560359716415405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4090670347213745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40753212571144104},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.23819473385810852},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20549529790878296},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1846010684967041},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.13951635360717773},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.08940818905830383}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6669750213623047},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5685966610908508},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.4560359716415405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4090670347213745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40753212571144104},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.23819473385810852},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20549529790878296},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1846010684967041},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.13951635360717773},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.08940818905830383},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s18092916","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092916","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2916/pdf?version=1536056124","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:30177594","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30177594","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:2957d5fc0963451cb3d112bb76b5790a","is_oa":true,"landing_page_url":"https://doaj.org/article/2957d5fc0963451cb3d112bb76b5790a","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 18, Iss 9, p 2916 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5126477","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6164268","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/9/2916/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18092916","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6164268","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6164268","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s18092916","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092916","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2916/pdf?version=1536056124","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2890801383.pdf","grobid_xml":"https://content.openalex.org/works/W2890801383.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W616689705","https://openalex.org/W1595159159","https://openalex.org/W1720478057","https://openalex.org/W1965121132","https://openalex.org/W1973558789","https://openalex.org/W1973826585","https://openalex.org/W1976473985","https://openalex.org/W1977341198","https://openalex.org/W1989830913","https://openalex.org/W2015641155","https://openalex.org/W2053940915","https://openalex.org/W2087394381","https://openalex.org/W2089839637","https://openalex.org/W2099672931","https://openalex.org/W2129179050","https://openalex.org/W2144535965","https://openalex.org/W2156909104","https://openalex.org/W2340427097","https://openalex.org/W2346834901","https://openalex.org/W2473071387","https://openalex.org/W2560843641","https://openalex.org/W2597357081","https://openalex.org/W2769250359","https://openalex.org/W2789491626"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1974895211","https://openalex.org/W2176409448","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W3107994849","https://openalex.org/W2364769705","https://openalex.org/W4367555392","https://openalex.org/W2374664672","https://openalex.org/W2056136368"],"abstract_inverted_index":{"Ground":[0],"penetrating":[1],"radar":[2],"(GPR),":[3],"as":[4,105],"a":[5,55,64,170,204],"nondestructive":[6],"testing":[7],"tool,":[8],"is":[9,30,68,166,178],"suitable":[10],"for":[11,148,154],"estimating":[12,198],"the":[13,20,28,35,44,79,82,86,89,92,96,106,110,118,128,132,137,141,155,159,174,184,195,199],"thickness":[14,87,175,200],"and":[15,63,88,117,151,158,173,187,201],"permittivity":[16,90,202],"of":[17,91,109,131,189,197,203],"layers":[18],"within":[19],"pavement.":[21],"However,":[22],"it":[23],"would":[24],"become":[25],"problematic":[26],"when":[27],"layer":[29],"thin":[31],"with":[32,52],"respect":[33],"to":[34,50,126,145,169,193],"probing":[36],"pulse":[37],"width,":[38],"in":[39],"which":[40],"case":[41],"overlapping":[42],"between":[43],"reflected":[45],"pulses":[46],"occurs.":[47],"In":[48,78,95],"order":[49],"deal":[51],"this":[53],"problem,":[54],"hybrid":[56,115,160,164,191],"method":[57,71,116,157,165,192],"based":[58],"on":[59],"multilayer":[60],"perceptrons":[61],"(MLPs)":[62],"local":[65],"optimization":[66,121],"algorithm":[67,122],"proposed.":[69],"This":[70],"can":[72],"be":[73,146],"divided":[74],"into":[75],"two":[76],"stages.":[77],"first":[80],"stage,":[81,98],"MLPs":[83],"roughly":[84,100],"estimate":[85],"GPR":[93,134],"signal.":[94],"second":[97],"these":[99],"estimated":[101],"values":[102],"are":[103,123],"used":[104,125],"initial":[107],"solution":[108],"full-waveform":[111,129],"inversion":[112,130,139],"algorithm.":[113],"The":[114,163,181],"conventional":[119,156],"global":[120],"respectively":[124],"perform":[127],"simulated":[133],"data.":[135],"Under":[136],"same":[138],"precision,":[140],"objective":[142],"function":[143],"needs":[144],"calculated":[147],"450":[149],"times":[150,153],"30":[152],"method,":[161],"respectively.":[162],"also":[167],"applied":[168],"measured":[171],"data,":[172],"estimation":[176],"error":[177],"1.2":[179],"mm.":[180],"results":[182],"show":[183],"high":[185],"efficiency":[186],"accuracy":[188],"such":[190],"resolve":[194],"problem":[196],"\"thin":[205],"layer\".":[206]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
