Joongoo Jeon

A numerical method for coupling parameterized physics-informed neural networks and FDM for advanced thermal-hydraulic system simulation

Severe accident analysis with system codes such as MELCOR is indispensable for nuclear safety assessment, yet the cost of repeated simulations constrains parametric studies and uncertainty quantification. Data-driven surrogates accelerate these analyses but require large simulati...