{"id":"https://openalex.org/W4412518285","doi":"https://doi.org/10.3390/met15070812","title":"Toward an Efficient and Robust Process\u2013Structure Prediction Framework for Filigree L-PBF 316L Stainless Steel Structures","display_name":"Toward an Efficient and Robust Process\u2013Structure Prediction Framework for Filigree L-PBF 316L Stainless Steel Structures","publication_year":2025,"publication_date":"2025-07-20","ids":{"openalex":"https://openalex.org/W4412518285","doi":"https://doi.org/10.3390/met15070812"},"language":"en","primary_location":{"id":"doi:10.3390/met15070812","doi":"https://doi.org/10.3390/met15070812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/met15070812","pdf_url":null,"source":{"id":"https://openalex.org/S4210208383","display_name":"Metals","issn_l":"2075-4701","issn":["2075-4701"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Metals","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/met15070812","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yu Qiao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yu Qiao","raw_affiliation_strings":["Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070880263","display_name":"Marius Grad","orcid":"https://orcid.org/0000-0002-5671-2897","observed_orcids":["https://orcid.org/0000-0002-5671-2897"]},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marius Grad","raw_affiliation_strings":["Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5671-2897","affiliations":[{"raw_affiliation_string":"Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005775653","display_name":"Aida Nonn","orcid":"https://orcid.org/0000-0003-1522-224X","observed_orcids":["https://orcid.org/0000-0003-1522-224X"]},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aida Nonn","raw_affiliation_strings":["Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1522-224X","affiliations":[{"raw_affiliation_string":"Computational Mechanics and Materials Lab, Faculty of Mechanical Engineering, OTH Regensburg, Galgenbergstra\u00dfe 30, 93053 Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I120163777"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.8939,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68866919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"7","first_page":"812","last_page":"812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11087","display_name":"Solidification and crystal growth phenomena","score":0.0035000001080334187,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/laser-powder-bed-fusion","display_name":"laser powder bed fusion","score":0.9829999804496765},{"id":"https://openalex.org/keywords/316l-stainless-steel","display_name":"316L stainless steel","score":0.9980000257492065},{"id":"https://openalex.org/keywords/cellular-automata-model","display_name":"cellular automata model","score":0.796999990940094},{"id":"https://openalex.org/keywords/process-structure-relationships","display_name":"process-structure relationship","score":0.7599999904632568},{"id":"https://openalex.org/keywords/microstructure-prediction","display_name":"microstructure prediction","score":0.7440000176429749},{"id":"https://openalex.org/keywords/grain-evolution","display_name":"grain evolution","score":0.6629999876022339},{"id":"https://openalex.org/keywords/texture-evolution","display_name":"texture evolution","score":0.7450000047683716},{"id":"https://openalex.org/keywords/thin-walled-structures","display_name":"thin-walled structures","score":0.9079999923706055},{"id":"https://openalex.org/keywords/solidification-simulation","display_name":"solidification simulation","score":0.6690000295639038},{"id":"https://openalex.org/keywords/grain-size-distribution","display_name":"grain size distribution","score":0.8140000104904175},{"id":"https://openalex.org/keywords/grain-aspect-ratio","display_name":"grain aspect ratio","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5907706618309021},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.535927951335907},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.4582985043525696},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4103671610355377},{"id":"https://openalex.org/C77595967","wikidata":"https://www.wikidata.org/wiki/Q3151013","display_name":"Forensic engineering","level":1,"score":0.32420825958251953},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.3215838074684143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30300283432006836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28803688287734985},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/met15070812","doi":"https://doi.org/10.3390/met15070812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/met15070812","pdf_url":null,"source":{"id":"https://openalex.org/S4210208383","display_name":"Metals","issn_l":"2075-4701","issn":["2075-4701"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Metals","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3094cf0b05c841bfaff7b73d1db03d09","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/3094cf0b05c841bfaff7b73d1db03d09","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Metals, Vol 15, Iss 7, p 812 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/met15070812","doi":"https://doi.org/10.3390/met15070812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/met15070812","pdf_url":null,"source":{"id":"https://openalex.org/S4210208383","display_name":"Metals","issn_l":"2075-4701","issn":["2075-4701"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Metals","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1991633744","https://openalex.org/W1999455831","https://openalex.org/W2009920804","https://openalex.org/W2026220348","https://openalex.org/W2044977559","https://openalex.org/W2048130214","https://openalex.org/W2089755190","https://openalex.org/W2500642765","https://openalex.org/W2546371273","https://openalex.org/W2606292481","https://openalex.org/W2610394307","https://openalex.org/W2761039008","https://openalex.org/W2773337983","https://openalex.org/W2783380558","https://openalex.org/W2793576312","https://openalex.org/W2810594451","https://openalex.org/W2892391276","https://openalex.org/W2905443786","https://openalex.org/W2919223760","https://openalex.org/W2954437844","https://openalex.org/W2954776743","https://openalex.org/W2959469036","https://openalex.org/W2983028934","https://openalex.org/W3008583913","https://openalex.org/W3044050277","https://openalex.org/W3111822957","https://openalex.org/W3117603988","https://openalex.org/W3147480254","https://openalex.org/W3156135523","https://openalex.org/W3157859830","https://openalex.org/W3158154976","https://openalex.org/W3159334989","https://openalex.org/W3209063186","https://openalex.org/W4205304553","https://openalex.org/W4205982356","https://openalex.org/W4252571033","https://openalex.org/W4292223332","https://openalex.org/W4296689026","https://openalex.org/W4303832700","https://openalex.org/W4382199896","https://openalex.org/W4391515297","https://openalex.org/W4405775121","https://openalex.org/W4405925951","https://openalex.org/W4407159039","https://openalex.org/W6765405929","https://openalex.org/W6803172893","https://openalex.org/W6854139664","https://openalex.org/W6861672799","https://openalex.org/W6875396616"],"related_works":["https://openalex.org/W1547591631","https://openalex.org/W2000769215","https://openalex.org/W2020780030","https://openalex.org/W2003763367","https://openalex.org/W2071563265","https://openalex.org/W4310073246","https://openalex.org/W2171619132","https://openalex.org/W1028171942","https://openalex.org/W2170011611","https://openalex.org/W2067102994"],"abstract_inverted_index":{"Additive":[0],"manufacturing":[1],"(AM),":[2],"particularly":[3],"laser":[4],"powder":[5],"bed":[6],"fusion":[7],"(L-PBF),":[8],"provides":[9],"unmatched":[10],"design":[11],"flexibility":[12],"for":[13,24],"creating":[14],"intricate":[15],"steel":[16],"structures":[17],"with":[18,129,146],"minimal":[19],"post-processing.":[20],"However,":[21],"adopting":[22],"L-PBF":[23,99,168,190],"high-performance":[25],"applications":[26],"is":[27,38,42],"difficult":[28],"due":[29],"to":[30,44,91],"the":[31,40,64,76,80,173],"challenge":[32,58],"of":[33,66,79,100,177],"predicting":[34],"microstructure":[35,70],"evolution.":[36],"This":[37,82,170],"because":[39,59],"process":[41,148],"sensitive":[43],"many":[45],"parameters":[46,149],"and":[47,94,111,136,162,175,180,187],"has":[48],"a":[49,72],"complex":[50,189],"thermal":[51],"history.":[52],"Thin-walled":[53],"geometries":[54],"present":[55],"an":[56],"added":[57],"their":[60],"dimensions":[61],"often":[62],"approach":[63],"scale":[65],"individual":[67],"grains.":[68],"Thus,":[69],"becomes":[71],"critical":[73],"factor":[74],"in":[75,98,166,184],"overall":[77],"integrity":[78],"component.":[81],"study":[83],"focuses":[84],"on":[85,134],"applying":[86],"cellular":[87],"automata":[88],"(CA)":[89],"modeling":[90,179],"establish":[92],"robust":[93],"efficient":[95],"process\u2013structure":[96],"relationships":[97],"316L":[101],"stainless":[102],"steel.":[103],"The":[104,139],"CA":[105,143],"framework":[106],"simulates":[107],"solidification-driven":[108],"grain":[109,157],"evolution":[110],"texture":[112,135,163],"development":[113],"across":[114],"various":[115],"processing":[116],"conditions.":[117],"Model":[118],"predictions":[119],"are":[120],"evaluated":[121],"against":[122],"experimental":[123],"electron":[124],"backscatter":[125],"diffraction":[126],"(EBSD)":[127],"data,":[128],"additional":[130],"quantitative":[131],"comparisons":[132],"based":[133],"morphology":[137],"metrics.":[138],"results":[140],"demonstrate":[141],"that":[142],"simulations":[144],"calibrated":[145],"relevant":[147],"can":[150],"effectively":[151],"reproduce":[152],"key":[153],"microstructural":[154],"features,":[155],"including":[156],"size":[158],"distributions,":[159],"aspect":[160],"ratios,":[161],"components,":[164],"observed":[165],"thin-walled":[167],"structures.":[169],"work":[171],"highlights":[172],"strengths":[174],"limitations":[176],"CA-based":[178],"supports":[181],"its":[182],"role":[183],"reliably":[185],"designing":[186],"optimizing":[188],"components.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}
