Explainable machine learning using real, synthetic and augmented fire tests to predict fire resistance and spalling of RC columns
M.Z. Naser, Venkatesh Kodur
Topics & Concepts
SpallFire resistanceRandom forestLeverage (statistics)Computer scienceMachine learningRange (aeronautics)Ensemble learningFire performanceStructural engineeringEnvironmental scienceArtificial intelligenceEngineeringMaterials scienceAerospace engineeringComposite materialFire effects on concrete materialsConcrete Properties and BehaviorStructural Response to Dynamic Loads