The paper generates high-fidelity CFD datasets of PWR lower-plenum and core-inlet flow and evaluates ML models for assembly-level mass-flow reconstruction and short-term autoregressive prediction.
Ellis, System definition document: Reactor data necessary for modeling plutonium disposition in Catawba nuclear station units 1 and 2, Tech
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High-fidelity Modeling of Full-scale Pressurized Water Reactor Flow Fields for Machine Learning Applications
The paper generates high-fidelity CFD datasets of PWR lower-plenum and core-inlet flow and evaluates ML models for assembly-level mass-flow reconstruction and short-term autoregressive prediction.