{"id":"https://openalex.org/W4402503522","doi":"https://doi.org/10.1088/1402-4896/ad7ab6","title":"Exploring uncertainty in glass phase transitions through machine learning","display_name":"Exploring uncertainty in glass phase transitions through machine learning","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402503522","doi":"https://doi.org/10.1088/1402-4896/ad7ab6"},"language":"en","primary_location":{"id":"doi:10.1088/1402-4896/ad7ab6","doi":"https://doi.org/10.1088/1402-4896/ad7ab6","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1402-4896/ad7ab6","pdf_url":null,"source":{"id":"https://openalex.org/S59012888","display_name":"Physica Scripta","issn_l":"0031-8949","issn":["0031-8949","1402-4896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physica Scripta","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5007832950","display_name":"Rui Qi","orcid":"https://orcid.org/0009-0000-8153-7624","observed_orcids":["https://orcid.org/0009-0000-8153-7624"]},"institutions":[{"id":"https://openalex.org/I134052481","display_name":"Harbin Normal University","ror":"https://ror.org/0270y6950","country_code":"CN","type":"education","lineage":["https://openalex.org/I134052481"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Qi","raw_affiliation_strings":["Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0009-0000-8153-7624","affiliations":[{"raw_affiliation_string":"Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China","institution_ids":["https://openalex.org/I134052481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031301385","display_name":"Saihua Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134052481","display_name":"Harbin Normal University","ror":"https://ror.org/0270y6950","country_code":"CN","type":"education","lineage":["https://openalex.org/I134052481"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Saihua Liu","raw_affiliation_strings":["Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China","institution_ids":["https://openalex.org/I134052481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113381025","display_name":"Chengqiao Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134052481","display_name":"Harbin Normal University","ror":"https://ror.org/0270y6950","country_code":"CN","type":"education","lineage":["https://openalex.org/I134052481"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengqiao Yang","raw_affiliation_strings":["Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China","institution_ids":["https://openalex.org/I134052481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036612780","display_name":"Minhua Sun","orcid":"https://orcid.org/0000-0001-5669-4222","observed_orcids":["https://orcid.org/0000-0001-5669-4222"]},"institutions":[{"id":"https://openalex.org/I134052481","display_name":"Harbin Normal University","ror":"https://ror.org/0270y6950","country_code":"CN","type":"education","lineage":["https://openalex.org/I134052481"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minhua Sun","raw_affiliation_strings":["Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-5669-4222","affiliations":[{"raw_affiliation_string":"Department of Physics, Harbin Normal University, Harbin 150025, People\u2019s Republic of China","institution_ids":["https://openalex.org/I134052481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036612780"],"corresponding_institution_ids":["https://openalex.org/I134052481"],"apc_list":{"value":2285,"currency":"USD","value_usd":2285},"apc_paid":null,"fwci":0.175,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.25363805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"99","issue":"10","first_page":"1059c1","last_page":"1059c1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.48190000653266907,"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":0.48190000653266907,"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/T10633","display_name":"Metallic Glasses and Amorphous Alloys","score":0.30250000953674316,"subfield":{"id":"https://openalex.org/subfields/2506","display_name":"Metals and Alloys"},"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/T10474","display_name":"Material Dynamics and Properties","score":0.20569999516010284,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/glass-transition","display_name":"glass transition","score":0.9269999861717224},{"id":"https://openalex.org/keywords/glass-transition-temperature-prediction","display_name":"glass transition temperature prediction","score":0.8679999709129333},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.7929999828338623},{"id":"https://openalex.org/keywords/mobilenetv3","display_name":"MobileNetV3","score":1.0},{"id":"https://openalex.org/keywords/googlenet","display_name":"GoogLeNet","score":0.9580000042915344},{"id":"https://openalex.org/keywords/disordered-atomic-structure","display_name":"disordered atomic structure","score":0.843999981880188},{"id":"https://openalex.org/keywords/atomic-size-effects","display_name":"atomic size effects","score":0.6140000224113464},{"id":"https://openalex.org/keywords/second-order-phase-transition","display_name":"second-order phase transition","score":0.7120000123977661}],"concepts":[{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.581523597240448},{"id":"https://openalex.org/C149288129","wikidata":"https://www.wikidata.org/wiki/Q185357","display_name":"Phase transition","level":2,"score":0.4633759558200836},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.41855764389038086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3716963827610016},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.35149604082107544},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.2172452211380005},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19801586866378784},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09636536240577698}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1402-4896/ad7ab6","doi":"https://doi.org/10.1088/1402-4896/ad7ab6","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1402-4896/ad7ab6","pdf_url":null,"source":{"id":"https://openalex.org/S59012888","display_name":"Physica Scripta","issn_l":"0031-8949","issn":["0031-8949","1402-4896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physica Scripta","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1817756266","https://openalex.org/W1849277567","https://openalex.org/W1964064104","https://openalex.org/W1964480277","https://openalex.org/W1983097974","https://openalex.org/W2001276783","https://openalex.org/W2011322003","https://openalex.org/W2012166354","https://openalex.org/W2017982591","https://openalex.org/W2026920709","https://openalex.org/W2036882345","https://openalex.org/W2066359652","https://openalex.org/W2068309205","https://openalex.org/W2071053896","https://openalex.org/W2081737936","https://openalex.org/W2097117768","https://openalex.org/W2123980528","https://openalex.org/W2164666129","https://openalex.org/W2168516666","https://openalex.org/W2194775991","https://openalex.org/W2325736187","https://openalex.org/W2337082154","https://openalex.org/W2518699809","https://openalex.org/W2524148969","https://openalex.org/W2551225297","https://openalex.org/W2567425378","https://openalex.org/W2741487084","https://openalex.org/W2766121822","https://openalex.org/W2771912048","https://openalex.org/W2792885468","https://openalex.org/W2795095437","https://openalex.org/W2796090547","https://openalex.org/W2799709477","https://openalex.org/W2804616373","https://openalex.org/W2806077230","https://openalex.org/W2883177667","https://openalex.org/W2884042457","https://openalex.org/W2889474744","https://openalex.org/W2890641732","https://openalex.org/W2896006105","https://openalex.org/W2904646909","https://openalex.org/W2921140733","https://openalex.org/W2922733622","https://openalex.org/W2934958788","https://openalex.org/W2940590367","https://openalex.org/W2942913009","https://openalex.org/W2947179935","https://openalex.org/W2973007305","https://openalex.org/W2980935682","https://openalex.org/W2990056191","https://openalex.org/W3096009310","https://openalex.org/W3114897356","https://openalex.org/W3118929067","https://openalex.org/W3154410670","https://openalex.org/W3183767639","https://openalex.org/W3190551878","https://openalex.org/W4205864212","https://openalex.org/W4210279595","https://openalex.org/W4214933367","https://openalex.org/W4285613933","https://openalex.org/W4296669417","https://openalex.org/W4297859609","https://openalex.org/W4307991187","https://openalex.org/W4317425770","https://openalex.org/W4322627055","https://openalex.org/W4381308335","https://openalex.org/W4385437200","https://openalex.org/W4385550160","https://openalex.org/W4385575710","https://openalex.org/W4385755425","https://openalex.org/W4386214288","https://openalex.org/W4389669218","https://openalex.org/W4391652803","https://openalex.org/W4400215700"],"related_works":["https://openalex.org/W4400215700","https://openalex.org/W4406113568","https://openalex.org/W4413739566","https://openalex.org/W3211627716","https://openalex.org/W4391811119","https://openalex.org/W4403679130","https://openalex.org/W4312057326","https://openalex.org/W4288768977","https://openalex.org/W7214048292","https://openalex.org/W4402676595"],"abstract_inverted_index":{"Abstract":[0],"Machine":[1],"learning":[2,41,55,71,123],"methods":[3],"have":[4],"shown":[5],"significant":[6],"potential":[7],"and":[8,32,60,129],"are":[9],"widely":[10],"used":[11],"in":[12,43,75,90,98,108],"modern":[13],"physics":[14],"research.":[15],"However,":[16],"the":[17,25,37,45,65,76,81,92,102,109,116,131,136,142,146],"uncertainty":[18],"linked":[19],"to":[20,106,124],"machine":[21,40,70,122],"learning,":[22],"arising":[23],"from":[24],"opacity":[26],"of":[27,39,48,133,145],"its":[28],"workflow,":[29],"demands":[30],"attention":[31],"consideration.":[33],"This":[34],"study":[35,66],"investigates":[36],"application":[38],"models":[42,85],"analyzing":[44],"glass":[46,93],"transition":[47,82,94,111,147],"Cu50Zr50":[49],"metallic":[50],"glass.":[51],"By":[52],"employing":[53],"supervised":[54],"techniques":[56],"with":[57,120,141],"ResNet50,":[58],"MobileNetV3,":[59],"GoogleNet":[61],"image":[62],"extraction":[63],"models,":[64],"reveals":[67],"that":[68,135],"while":[69],"can":[72,104],"capture":[73],"variations":[74,97],"disordered":[77],"atomic":[78,99],"structure":[79],"during":[80],"process,":[83],"different":[84],"may":[86],"yield":[87],"divergent":[88],"results":[89],"determining":[91],"temperature.":[95],"Moreover,":[96],"sizes":[100],"within":[101],"images":[103],"lead":[105],"fluctuations":[107],"predicted":[110],"temperatures.":[112],"These":[113],"findings":[114],"highlight":[115],"inherent":[117],"uncertainties":[118],"associated":[119],"using":[121],"analyze":[125],"continuous":[126],"phase":[127],"transitions":[128],"stress":[130],"importance":[132],"ensuring":[134],"extracted":[137],"structural":[138],"features":[139],"align":[140],"physical":[143],"characteristics":[144],"process.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-09-14T00:00:00"}
