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    Fast regression of the tritium breeding ratio in fusion reactors by P Mánek, G Van Goffrier, V Gopakumar, N Nikolaou, J Shimwell, I Waldmann

    Published 2023-01-01
    “…In this work, we explored the training of surrogate models to produce a cheap but high-quality approximation for a Monte Carlo (MC) TBR model in use at the UK Atomic Energy Authority. We investigated possibilities for dimensional reduction of its feature space, reviewed 9 families of surrogate models for potential applicability, and performed hyperparameter optimization. …”
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