{"id":"https://openalex.org/W7152452832","doi":"https://doi.org/10.1016/j.engappai.2026.114752","title":"Machine learning-driven probabilistic framework for uncertainty quantification and reliability-based design of radiation shielding concrete structures","display_name":"Machine learning-driven probabilistic framework for uncertainty quantification and reliability-based design of radiation shielding concrete structures","publication_year":2026,"publication_date":"2026-04-09","ids":{"openalex":"https://openalex.org/W7152452832","doi":"https://doi.org/10.1016/j.engappai.2026.114752"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.114752","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.114752","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","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/A5011981457","display_name":"Sanchit Saxena","orcid":"https://orcid.org/0009-0006-4484-9542"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanchit Saxena","raw_affiliation_strings":["Department of Civil Engineering, IIT Guwahati, Assam, 781039, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, IIT Guwahati, Assam, 781039, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041170074","display_name":"Paolo Gardoni","orcid":"https://orcid.org/0009-0009-5806-3024"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paolo Gardoni","raw_affiliation_strings":["Department of Civil and Environmental Engineering, MAE Center: Creating a Multi-hazard Approach to Engineering, University of Illinois Urbana-Champaign, 205N. Mathews Ave., Urbana, IL, 61801, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, MAE Center: Creating a Multi-hazard Approach to Engineering, University of Illinois Urbana-Champaign, 205N. Mathews Ave., Urbana, IL, 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133288737","display_name":"Hrishikesh Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Hrishikesh Sharma","raw_affiliation_strings":["Department of Civil Engineering, IIT Guwahati, Assam, 781039, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, IIT Guwahati, Assam, 781039, India","institution_ids":["https://openalex.org/I1317621060"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5133288737"],"corresponding_institution_ids":["https://openalex.org/I1317621060"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8043674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"176","issue":null,"first_page":"114752","last_page":"114752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.7235999703407288,"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"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.7235999703407288,"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"}},{"id":"https://openalex.org/T12152","display_name":"Concrete Properties and Behavior","score":0.02449999935925007,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.024399999529123306,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.8641999959945679},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7253000140190125},{"id":"https://openalex.org/keywords/radiation-shielding","display_name":"Radiation shielding","score":0.54339998960495},{"id":"https://openalex.org/keywords/electromagnetic-shielding","display_name":"Electromagnetic shielding","score":0.5156999826431274},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.44269999861717224},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.42419999837875366}],"concepts":[{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.8641999959945679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373000025749207},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7253000140190125},{"id":"https://openalex.org/C2986508813","wikidata":"https://www.wikidata.org/wiki/Q1574099","display_name":"Radiation shielding","level":3,"score":0.54339998960495},{"id":"https://openalex.org/C2265751","wikidata":"https://www.wikidata.org/wiki/Q332007","display_name":"Electromagnetic shielding","level":2,"score":0.5156999826431274},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.44269999861717224},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.42419999837875366},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38760000467300415},{"id":"https://openalex.org/C60782215","wikidata":"https://www.wikidata.org/wiki/Q3333679","display_name":"Probabilistic method","level":3,"score":0.32280001044273376},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3160000145435333},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.114752","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.114752","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47775959968566895,"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":54,"referenced_works":["https://openalex.org/W1535712589","https://openalex.org/W1576825000","https://openalex.org/W1967189998","https://openalex.org/W1971647087","https://openalex.org/W2029117802","https://openalex.org/W2030692137","https://openalex.org/W2053211836","https://openalex.org/W2061933243","https://openalex.org/W2078774543","https://openalex.org/W2085765714","https://openalex.org/W2093223772","https://openalex.org/W2101687185","https://openalex.org/W2176890627","https://openalex.org/W2605109830","https://openalex.org/W2606052322","https://openalex.org/W3096154109","https://openalex.org/W3122422520","https://openalex.org/W3131278432","https://openalex.org/W3176803447","https://openalex.org/W4206803098","https://openalex.org/W4220911771","https://openalex.org/W4224308991","https://openalex.org/W4283156449","https://openalex.org/W4362737396","https://openalex.org/W4383336751","https://openalex.org/W4387592038","https://openalex.org/W4394611411","https://openalex.org/W4399513335","https://openalex.org/W4401612834","https://openalex.org/W4402313269","https://openalex.org/W4403439022","https://openalex.org/W4403470853","https://openalex.org/W4403892817","https://openalex.org/W4403998447","https://openalex.org/W4404054134","https://openalex.org/W4405778487","https://openalex.org/W4406063908","https://openalex.org/W4406921492","https://openalex.org/W4407299710","https://openalex.org/W4408579308","https://openalex.org/W4408707029","https://openalex.org/W4409619095","https://openalex.org/W4410217696","https://openalex.org/W4410919609","https://openalex.org/W4410921107","https://openalex.org/W4410983534","https://openalex.org/W4411050593","https://openalex.org/W4411290153","https://openalex.org/W4412423387","https://openalex.org/W4412864810","https://openalex.org/W4416329965","https://openalex.org/W7117411882","https://openalex.org/W7118817226","https://openalex.org/W7123834989"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}