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…