Enhancing prediction accuracy for LOCA break sizes in nuclear power plants: A hybrid deep learning method with data augmentation and hyperparameter optimization
Gui Feng Zhou, Min-jun Peng, Hang Wang
Topics & Concepts
HyperparameterComputer scienceHyperparameter optimizationInterpolation (computer graphics)Bayesian optimizationArtificial intelligenceParticle swarm optimizationLoss-of-coolant accidentConvolutional neural networkDeep learningArtificial neural networkMachine learningSupport vector machineCoolantNuclear physicsMotion (physics)PhysicsNuclear Engineering Thermal-HydraulicsInfrastructure Maintenance and MonitoringNuclear reactor physics and engineering