{"id":"https://openalex.org/W7130430077","doi":"https://doi.org/10.48550/arxiv.2602.15568","title":"Scenario Approach with Post-Design Certification of User-Specified Properties","display_name":"Scenario Approach with Post-Design Certification of User-Specified Properties","publication_year":2026,"publication_date":"2026-02-17","ids":{"openalex":"https://openalex.org/W7130430077","doi":"https://doi.org/10.48550/arxiv.2602.15568"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.15568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.15568","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.15568","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126352131","display_name":"Algo Car\u00e8","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Car\u00e8, Algo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126328800","display_name":"Marco C. Campi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Campi, Marco C.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080248970","display_name":"Simone Garatti","orcid":"https://orcid.org/0000-0002-5451-6892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Garatti, Simone","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.30390000343322754,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.30390000343322754,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.13009999692440033,"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"}},{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.10559999942779541,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6438999772071838},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5368000268936157},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.4036000072956085},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.3991999924182892},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.3499999940395355},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.30880001187324524}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6438999772071838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227999925613403},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5368000268936157},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.4036000072956085},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32839998602867126},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.2621000111103058}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.15568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.15568","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.15568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.15568","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"scenario":[1],"approach":[2],"is":[3,155],"an":[4,131],"established":[5],"data-driven":[6],"design":[7,17,31,64,81],"framework":[8,73],"that":[9],"comes":[10],"equipped":[11],"with":[12],"a":[13,41,48,71,89,92,153],"powerful":[14],"theory":[15],"linking":[16],"complexity":[18],"to":[19,40,105,133,157],"generalization":[20],"properties.":[21],"In":[22],"this":[23,67],"approach,":[24],"data":[25],"are":[26,112,125],"simultaneously":[27],"used":[28],"both":[29],"for":[30,33,91],"and":[32,83,149],"certifying":[34],"the":[35,63,80,101,107,135,138,141,167],"design's":[36],"reliability,":[37],"without":[38,114],"resorting":[39],"separate":[42],"test":[43,118],"dataset.":[44,169],"This":[45],"paper":[46,142],"takes":[47],"step":[49],"further":[50],"by":[51],"guaranteeing":[52],"additional":[53,117,121],"properties,":[54],"useful":[55],"in":[56,147],"post-design":[57,84,108],"usage":[58],"but":[59],"not":[60],"considered":[61],"during":[62],"phase.":[65],"To":[66],"end,":[68],"we":[69],"introduce":[70],"two-level":[72],"of":[74,103,130,137,162],"appropriateness:":[75],"baseline":[76],"appropriateness,":[77,85],"which":[78,86],"guides":[79],"process,":[82],"serves":[87],"as":[88],"criterion":[90],"posteriori":[93],"evaluation.":[94],"We":[95],"provide":[96],"distribution-free":[97],"upper":[98],"bounds":[99,111,124],"on":[100],"risk":[102],"failing":[104],"meet":[106],"appropriateness;":[109],"these":[110],"computable":[113],"using":[115],"any":[116],"data.":[119],"Under":[120],"assumptions,":[122],"lower":[123],"also":[126],"derived.":[127],"As":[128],"part":[129],"effort":[132],"demonstrate":[134],"usefulness":[136],"proposed":[139],"methodology,":[140],"presents":[143],"two":[144],"practical":[145],"examples":[146],"H2":[148],"pole-placement":[150],"problems.":[151],"Moreover,":[152],"method":[154],"provided":[156],"infer":[158],"comprehensive":[159],"distributional":[160],"knowledge":[161],"relevant":[163],"performance":[164],"indexes":[165],"from":[166],"available":[168]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-02-19T00:00:00"}
