{"id":"https://openalex.org/W2974113764","doi":"https://doi.org/10.1109/coase.2019.8842894","title":"PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing","display_name":"PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2974113764","doi":"https://doi.org/10.1109/coase.2019.8842894","mag":"2974113764"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2019.8842894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","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/A5045934908","display_name":"Zhen Shen","orcid":"https://orcid.org/0000-0002-9634-4945"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Shen","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112558531","display_name":"Xiuqin Shang","orcid":"https://orcid.org/0000-0003-4531-396X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuqin Shang","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379937","display_name":"Yuqing Li","orcid":"https://orcid.org/0000-0002-6025-397X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuqing Li","raw_affiliation_strings":["University of Southern California, Los Angeles, California, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, California, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103225481","display_name":"Yin Bao","orcid":"https://orcid.org/0000-0002-3548-1823"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Bao","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091029464","display_name":"Xipeng Zhang","orcid":"https://orcid.org/0000-0002-0193-3270"},"institutions":[{"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":"Xipeng Zhang","raw_affiliation_strings":["School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101115181","display_name":"Xisong Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xisong Dong","raw_affiliation_strings":["Qingdao Academy of Intelligent Industries, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Qingdao Academy of Intelligent Industries, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085783054","display_name":"Li Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Wan","raw_affiliation_strings":["Beijing Ten Dimensions Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Beijing Ten Dimensions Technology Co., Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088979194","display_name":"Gang Xiong","orcid":"https://orcid.org/0000-0002-4303-5559"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Xiong","raw_affiliation_strings":["Cloud Computing Center, Chinese Academy of Sciences, Donggguan, China"],"affiliations":[{"raw_affiliation_string":"Cloud Computing Center, Chinese Academy of Sciences, Donggguan, China","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5045934908"],"corresponding_institution_ids":["https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":1.8917,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85194162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"462","last_page":"467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/compensation","display_name":"Compensation (psychology)","score":0.7587435245513916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6449893116950989},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.6321444511413574},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.5879456400871277},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5363448858261108},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5326615571975708},{"id":"https://openalex.org/keywords/servomotor","display_name":"Servomotor","score":0.4337008595466614},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4219758212566376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42007237672805786},{"id":"https://openalex.org/keywords/plane","display_name":"Plane (geometry)","score":0.4147884249687195},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32816874980926514},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1575741171836853},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1556088924407959},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14484378695487976},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11226937174797058},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07721683382987976}],"concepts":[{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.7587435245513916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6449893116950989},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.6321444511413574},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.5879456400871277},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5363448858261108},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5326615571975708},{"id":"https://openalex.org/C109441226","wikidata":"https://www.wikidata.org/wiki/Q1137255","display_name":"Servomotor","level":2,"score":0.4337008595466614},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4219758212566376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42007237672805786},{"id":"https://openalex.org/C17825722","wikidata":"https://www.wikidata.org/wiki/Q17285","display_name":"Plane (geometry)","level":2,"score":0.4147884249687195},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32816874980926514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1575741171836853},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1556088924407959},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14484378695487976},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11226937174797058},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07721683382987976},{"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2019.8842894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2966661","https://openalex.org/W1522301498","https://openalex.org/W1571971352","https://openalex.org/W1901129140","https://openalex.org/W2012235170","https://openalex.org/W2014841519","https://openalex.org/W2015267133","https://openalex.org/W2029582542","https://openalex.org/W2049792607","https://openalex.org/W2072719868","https://openalex.org/W2078153553","https://openalex.org/W2302530830","https://openalex.org/W2529908109","https://openalex.org/W2560722161","https://openalex.org/W2576629868","https://openalex.org/W2613573507","https://openalex.org/W2765703872","https://openalex.org/W2767778619","https://openalex.org/W2783640030","https://openalex.org/W2920026315","https://openalex.org/W2964121744","https://openalex.org/W3011172231","https://openalex.org/W4230921931","https://openalex.org/W4285719527","https://openalex.org/W6600115225","https://openalex.org/W6631190155","https://openalex.org/W6639824700"],"related_works":["https://openalex.org/W2386387936","https://openalex.org/W2360509342","https://openalex.org/W1980419027","https://openalex.org/W2114846855","https://openalex.org/W1986190647","https://openalex.org/W2401401198","https://openalex.org/W2989915422","https://openalex.org/W2419446566","https://openalex.org/W4239552922","https://openalex.org/W2388840398"],"abstract_inverted_index":{"The":[0,19,111],"error":[1,85,116],"compensation":[2,119],"for":[3,83],"printed":[4],"objects":[5],"in":[6],"additive":[7],"manufacturing":[8,32],"(AM)":[9],"has":[10],"always":[11],"been":[12],"one":[13],"of":[14,22,103,115],"the":[15,23,30,38,48,67,75,84,104],"most":[16],"critical":[17],"problems.":[18],"precision":[20,35],"control":[21],"AM":[24],"is":[25],"usually":[26,51],"more":[27],"difficult":[28],"than":[29],"subtractive":[31],"system,":[33],"whose":[34],"can":[36,120],"reach":[37],"micron":[39],"level":[40],"easily":[41],"by":[42,101],"using":[43,79],"a":[44],"servo":[45],"system.":[46],"For":[47],"AM,":[49],"there":[50],"exist":[52],"shrinkage":[53],"and":[54,72,77,87,108,118],"curling":[55],"effects":[56],"which":[57],"lead":[58],"to":[59,123],"deformation.":[60,110],"In":[61],"this":[62],"paper,":[63],"we":[64,73],"focus":[65],"on":[66,93],"in-plane":[68],"shape":[69],"deformation":[70],"problem,":[71],"build":[74],"PredNet":[76],"CompNet,":[78],"deep":[80],"neural":[81],"networks":[82],"prediction":[86,117],"compensation.":[88],"We":[89,97],"test":[90],"our":[91],"methods":[92],"dental":[94],"crown":[95],"models.":[96],"generate":[98],"deformed":[99],"models":[100],"simulation":[102],"translation,":[105],"scaling":[106],"down":[107],"rotation":[109],"minimum":[112],"F1":[113],"scores":[114],"be":[121],"up":[122],"0.982.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}