most citedEfficient dataset construction using active learning and uncertainty-aware neural networks for plasma turbulent transport surrogate models

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physics.plasm-ph2025

Efficient dataset construction using active learning and uncertainty-aware neural networks for plasma turbulent transport surrogate models

Aaron Ho, Lorenzo Zanisi, Bram de Leeuw +3

This work demonstrates a proof-of-principle for using uncertainty-aware architectures, in combination with active learning techniques and an in-the-loop physics simulation code as…