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Evaluating fire resistance of timber columns using explainable machine learning models

Mohsen Zaker Esteghamati, Thomas Gernay, Srishti Banerji

2023Engineering Structures44 citationsDOI

Topics & Concepts

InterpretabilityRandom forestColumn (typography)HyperparameterComputer scienceResistance (ecology)Fire resistanceMathematicsEnvironmental scienceMachine learningStructural engineeringEngineeringMaterials scienceEcologyConnection (principal bundle)Composite materialBiologyFire effects on concrete materialsWood Treatment and PropertiesFire effects on ecosystems
Evaluating fire resistance of timber columns using explainable machine learning models | Litcius