{"id":"https://openalex.org/W7155718188","doi":"https://doi.org/10.1504/ijwmc.2026.153166","title":"Chiral nanostructure prediction model for chiral characteristic optical materials in biological art","display_name":"Chiral nanostructure prediction model for chiral characteristic optical materials in biological art","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7155718188","doi":"https://doi.org/10.1504/ijwmc.2026.153166"},"language":"en","primary_location":{"id":"doi:10.1504/ijwmc.2026.153166","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwmc.2026.153166","pdf_url":null,"source":{"id":"https://openalex.org/S168395412","display_name":"International Journal of Wireless and Mobile Computing","issn_l":"1741-1084","issn":["1741-1084","1741-1092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wireless and Mobile Computing","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/A5134620526","display_name":"Xin Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Dong","raw_affiliation_strings":["School of Food Engineering, Zhangzhou Institute of Technology, Zhangzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Food Engineering, Zhangzhou Institute of Technology, Zhangzhou, Fujian, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134654940","display_name":"Xinyi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Wang","raw_affiliation_strings":["School of Arts, Minnan Normal University, Zhangzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Arts, Minnan Normal University, Zhangzhou, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42696451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"3","first_page":"301","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.6585999727249146,"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":0.6585999727249146,"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/T13568","display_name":"Wood and Agarwood Research","score":0.026399999856948853,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.01600000075995922,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/circular-dichroism","display_name":"Circular dichroism","score":0.6549999713897705},{"id":"https://openalex.org/keywords/nanostructure","display_name":"Nanostructure","score":0.6503999829292297},{"id":"https://openalex.org/keywords/stacking","display_name":"Stacking","score":0.6251000165939331},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5799999833106995},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4896000027656555},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43869999051094055},{"id":"https://openalex.org/keywords/biomimetics","display_name":"Biomimetics","score":0.43529999256134033}],"concepts":[{"id":"https://openalex.org/C133571119","wikidata":"https://www.wikidata.org/wiki/Q899102","display_name":"Circular dichroism","level":2,"score":0.6549999713897705},{"id":"https://openalex.org/C186187911","wikidata":"https://www.wikidata.org/wiki/Q1093894","display_name":"Nanostructure","level":2,"score":0.6503999829292297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323999762535095},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.6251000165939331},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5799999833106995},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4991999864578247},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C165062768","wikidata":"https://www.wikidata.org/wiki/Q1145644","display_name":"Biomimetics","level":2,"score":0.43529999256134033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4077000021934509},{"id":"https://openalex.org/C138631740","wikidata":"https://www.wikidata.org/wiki/Q967847","display_name":"Nanomaterials","level":2,"score":0.3926999866962433},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.36970001459121704},{"id":"https://openalex.org/C2777634753","wikidata":"https://www.wikidata.org/wiki/Q7288896","display_name":"Raman optical activity","level":3,"score":0.3684999942779541},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.337799996137619},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3034999966621399},{"id":"https://openalex.org/C2987363978","wikidata":"https://www.wikidata.org/wiki/Q7098816","display_name":"Optical materials","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C110367647","wikidata":"https://www.wikidata.org/wiki/Q497166","display_name":"Metamaterial","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijwmc.2026.153166","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwmc.2026.153166","pdf_url":null,"source":{"id":"https://openalex.org/S168395412","display_name":"International Journal of Wireless and Mobile Computing","issn_l":"1741-1084","issn":["1741-1084","1741-1092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wireless and Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.435749351978302,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Chiral":[0],"features":[1],"are":[2,11,32],"a":[3,58],"common":[4],"physical":[5],"structural":[6],"feature":[7],"in":[8,14,25,131],"nature":[9],"and":[10,31,42,105,127],"often":[12],"applied":[13],"biological":[15,132],"art.":[16,133],"Traditional":[17],"chiral":[18,48,71,119],"nanostructure":[19],"prediction":[20,84,116],"methods":[21],"have":[22],"low":[23],"efficiency":[24],"dealing":[26],"with":[27],"complex":[28],"optical":[29],"materials":[30],"difficult":[33],"to":[34,56,99],"meet":[35],"high-precision":[36],"requirements.":[37],"To":[38],"address":[39],"this":[40,50],"issue":[41],"improve":[43],"the":[44,67,80,83,91,115,125],"accuracy":[45,81,117],"of":[46,70,82,118,129],"predicting":[47,66],"nanostructures,":[49,120],"study":[51,113],"utilises":[52],"machine":[53],"learning":[54,78],"algorithms":[55],"construct":[57],"deep":[59,77],"learning-based":[60],"convolutional":[61],"neural":[62],"network":[63],"model":[64,85,94],"for":[65,124],"circular":[68,109],"dichroism":[69,110],"nanostructures.":[72],"Moreover,":[73],"by":[74],"fusing":[75],"multiple":[76],"models,":[79,104],"has":[86],"been":[87],"improved.":[88],"Results":[89],"showed":[90],"Stacking":[92],"ensemble":[93],"achieved":[95],"94.15%":[96],"accuracy,":[97],"11.99":[98],"18.48%":[100],"higher":[101],"than":[102],"other":[103],"closely":[106],"matched":[107],"actual":[108],"spectra.":[111],"This":[112],"enhances":[114],"providing":[121],"crucial":[122],"support":[123],"design":[126],"application":[128],"nanomaterials":[130]},"counts_by_year":[],"updated_date":"2026-04-28T06:04:28.489925","created_date":"2026-04-27T00:00:00"}
