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cs.LG2025
Node Assigned physics-informed neural networks for thermal-hydraulic system simulation: CVH/FL module
Jeesuk Shin, Cheolwoong Kim, Sunwoong Yang +3
Severe accidents (SAs) in nuclear power plants have been analyzed using thermal-hydraulic (TH) system codes such as MELCOR and MAAP. These codes efficiently simulate the progressio…
cs.LG2021★ 42 cited
Finite volume method network for acceleration of unsteady computational fluid dynamics: non-reacting and reacting flows
Joongoo Jeon, Juhyeong Lee, Sung Joong Kim
Despite rapid improvements in the performance of central processing unit (CPU), the calculation cost of simulating chemically reacting flow using CFD remains infeasible in many cas…