Machine learning-based surrogate model for calibrating fire source properties in FDS models of façade fire tests
Hoang T. Nguyen, Yousef Abu-Zidan, Guomin Zhang, Kate Nguyen
Topics & Concepts
CalibrationSurrogate modelFire testCladding (metalworking)EngineeringSimulationComputer scienceStructural engineeringMachine learningStatisticsMathematicsChemistryPhysical chemistryFire effects on concrete materialsWind and Air Flow StudiesFire dynamics and safety research