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Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals

Mohamed Noureldin, Tamer Abuhmed, Melike Saygi, Jinkoo Kim

2023Computer-Aided Civil and Infrastructure Engineering34 citationsDOI

Topics & Concepts

Probabilistic logicComputer scienceBenchmark (surveying)FragilityProbability distributionUncertainty quantificationBayesian probabilityPrediction intervalArtificial intelligenceMonte Carlo methodMachine learningMathematicsStatisticsGeologyGeodesyChemistryPhysical chemistryInfrastructure Maintenance and MonitoringSeismic Performance and AnalysisStructural Health Monitoring Techniques
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals | Litcius