Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization
Sicheng Zhan, Gordon Wichern, Christopher R. Laughman, Adrian Chong, Ankush Chakrabarty
Topics & Concepts
CalibrationLeverage (statistics)Computer scienceBayesian probabilityBaseline (sea)Probabilistic logicScalabilityMachine learningArtificial intelligenceBayesian inferenceBayesian optimizationData miningKey (lock)Process (computing)SimulationStatisticsDatabaseMathematicsOperating systemComputer securityGeologyOceanographyBuilding Energy and Comfort OptimizationWind and Air Flow StudiesProbabilistic and Robust Engineering Design