Bayesian Optimized Deep Ensemble for Uncertainty Quantification of Deep Neural Networks: a System Safety Case Study on Sodium Fast Reactor Thermal Stratification Modeling
Zaid Abulawi, Rui Hu, Prasanna Balaprakash, Yang Liu
Topics & Concepts
Thermal stratificationBayesian probabilityArtificial neural networkStratification (seeds)Uncertainty quantificationDeep neural networksSodium-cooled fast reactorComputer scienceEnvironmental scienceNuclear engineeringEngineeringArtificial intelligenceMachine learningThermodynamicsPhysicsSeed dormancyTurbulenceBiologyBotanyDormancyGerminationNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineeringProbabilistic and Robust Engineering Design