{"id":"https://openalex.org/W4406275673","doi":"https://doi.org/10.1007/s10845-025-02563-y","title":"Optimizing electrohydrodynamic direct-writing with multilayer perceptron: accurate and efficient predictions of jet profiles","display_name":"Optimizing electrohydrodynamic direct-writing with multilayer perceptron: accurate and efficient predictions of jet profiles","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4406275673","doi":"https://doi.org/10.1007/s10845-025-02563-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-025-02563-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-025-02563-y","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-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/A5043118785","display_name":"Dongwoon Shin","orcid":"https://orcid.org/0000-0002-4545-4802"},"institutions":[{"id":"https://openalex.org/I4210111434","display_name":"Korea Institute of Machinery & Materials","ror":"https://ror.org/01qcq9d74","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210111434","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongwoon Shin","raw_affiliation_strings":["Department of 3D Printing, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon, 34103, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4545-4802","affiliations":[{"raw_affiliation_string":"Department of 3D Printing, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon, 34103, Republic of Korea","institution_ids":["https://openalex.org/I4210111434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004035694","display_name":"Jiyoung Chang","orcid":"https://orcid.org/0000-0001-7124-0130"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiyoung Chang","raw_affiliation_strings":["Department of Mechanical Engineering, University of Utah, 1495E 100S, Salt Lake City, UT, 84112, USA"],"raw_orcid":"https://orcid.org/0000-0001-7124-0130","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Utah, 1495E 100S, Salt Lake City, UT, 84112, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004035694"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.7182,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89090902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"37","issue":"2","first_page":"647","last_page":"658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12776","display_name":"Electrohydrodynamics and Fluid Dynamics","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12776","display_name":"Electrohydrodynamics and Fluid Dynamics","score":0.9987000226974487,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9850999712944031,"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"}},{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9538999795913696,"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/electrohydrodynamics","display_name":"Electrohydrodynamics","score":0.9071570634841919},{"id":"https://openalex.org/keywords/jet","display_name":"Jet (fluid)","score":0.683548629283905},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.36032021045684814},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.3558182120323181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35472267866134644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32797449827194214},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.229188472032547}],"concepts":[{"id":"https://openalex.org/C95238685","wikidata":"https://www.wikidata.org/wiki/Q1326902","display_name":"Electrohydrodynamics","level":3,"score":0.9071570634841919},{"id":"https://openalex.org/C119947313","wikidata":"https://www.wikidata.org/wiki/Q5596635","display_name":"Jet (fluid)","level":2,"score":0.683548629283905},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.36032021045684814},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.3558182120323181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35472267866134644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32797449827194214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.229188472032547},{"id":"https://openalex.org/C60799052","wikidata":"https://www.wikidata.org/wiki/Q46221","display_name":"Electric field","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10845-025-02563-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-025-02563-y","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3041378209","display_name":null,"funder_award_id":"NK242J","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G7204841954","display_name":null,"funder_award_id":"NRF-2021M3D1A2047721","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322098","display_name":"Korea Institute of Machinery and Materials","ror":"https://ror.org/01qcq9d74"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2011913151","https://openalex.org/W2025827642","https://openalex.org/W2028699424","https://openalex.org/W2036072928","https://openalex.org/W2051109363","https://openalex.org/W2128832415","https://openalex.org/W2170227088","https://openalex.org/W2314158997","https://openalex.org/W2799954747","https://openalex.org/W2888663528","https://openalex.org/W2892035503","https://openalex.org/W2895046268","https://openalex.org/W2897804772","https://openalex.org/W2906226230","https://openalex.org/W2909096226","https://openalex.org/W2911458570","https://openalex.org/W2941179754","https://openalex.org/W2956046114","https://openalex.org/W3016286231","https://openalex.org/W3020996167","https://openalex.org/W3032602380","https://openalex.org/W3032606539","https://openalex.org/W3033097302","https://openalex.org/W3049618663","https://openalex.org/W3080678112","https://openalex.org/W3094019383","https://openalex.org/W3095388982","https://openalex.org/W3108462833","https://openalex.org/W3111063348","https://openalex.org/W3117613324","https://openalex.org/W3139271891","https://openalex.org/W3159006793","https://openalex.org/W3213398408","https://openalex.org/W4200265664","https://openalex.org/W4205565433","https://openalex.org/W4320929134","https://openalex.org/W4390049612","https://openalex.org/W4390748317"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W1969149333","https://openalex.org/W2001425903","https://openalex.org/W4230304400","https://openalex.org/W2128059805","https://openalex.org/W1975066854","https://openalex.org/W2381014188","https://openalex.org/W1972860526","https://openalex.org/W1973231082","https://openalex.org/W2086378816"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-08T08:47:23.578185","created_date":"2025-10-10T00:00:00"}
