An-Qi Xu

Historical-Boundary-Condition-Based POD-MLP Surrogate Modeling for Transient Thermal-Hydraulic Prediction in Rod-Bundle Channels

Fast and accurate prediction of transient thermalhydraulic parameters is essential for reliability assessment and safety-margin evaluation in safety-critical nuclear reactor components. However, high-fidelity computational-fluiddynamics simulations are computationally prohibitive for the many-query scenarios required b...