Fast regression of the tritium breeding ratio in fusion reactors

Fast regression of the tritium breeding ratio in fusion reactors

The tritium breeding ratio (TBR) is an essential quantity for the design of modern and next-generation D-T fueled nuclear fusion reactors. Representing the ratio between tritium fuel generated in breeding blankets and fuel consumed during reactor runtime, the TBR depends on reactor geometry and mate...

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Bibliographic Details
Main Authors: P Mánek, G Van Goffrier, V Gopakumar, N Nikolaou, J Shimwell, I Waldmann
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
nuclear fusion
surrogate model
tritium breeding
regression
fast approximation
adaptive sampling
Online Access:https://doi.org/10.1088/2632-2153/acb2b3

Internet

https://doi.org/10.1088/2632-2153/acb2b3

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