2 citations · 4 across the 4 of their papers we have counts for
4 papers
Data-Driven Modeling of Coarse Mesh Turbulence for Reactor Transient Analysis Using Convolutional Recurrent Neural Networks
Yang Liu, Rui Hu, Adam Kraus +2
Advanced nuclear reactors often exhibit complex thermal-fluid phenomena during transients. To accurately capture such phenomena, a coarse-mesh three-dimensional (3-D) modeling capa…
Direct Numerical Simulation of Fluid Flow in a 5x5 Square Rod Bundle Using Nek5000
Adam Kraus, Elia Merzari, Thomas Norddine +2
Rod bundle flows are commonplace in nuclear engineering, and are present in light water reactors (LWRs) as well as other more advanced concepts. Inhomogeneities in the bundle cross…
Towards Direct Numerical Simulation of a 5x5 Rod Bundle
Adam Kraus, Elia Merzari, Thomas Norddine +2
Rod bundle flows are prevalent in nuclear engineering for both light water reactors (LWR) and advanced reactor concepts. Unlike canonical channel flow, the flow in rod bundles pres…
Development of a Data-driven Turbulence Model for 3d Thermal Stratification Simulation during Reactor Transients
Yangmo Zhu, Nam Dinh, Rui Hu +1
SAM, a plant-level system analysis tool for advanced reactors (SFR, LFR, MSR/FHR) is under development at Argonne. As a modern system code, SAM aims to improve the predictions of 3…