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nuclear-energy

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OpenMC-based Bayesian Optimisation of BWR fuel assembly enrichment layouts using LLM-based seeding and orchestration. The LLM is used to generate physics-informed initial designs instead of LHS and to adjust the search bounds at each BO iteration, while the main optimisation is still handled by the standard GP/Expected Improvement loop

  • Updated Aug 19, 2026
  • Jupyter Notebook

This is my Bs thesis project, this Python repository features a coupled numerical model simulating the dynamic behavior of the RITM-200 SMR nuclear reactor. It integrates point neutron kinetics, core thermal-hydraulics, and a 1D steam generator to analyze operational transients like load following and control rod insertion and other features.

  • Updated Sep 19, 2026
  • Python

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