Fast modeling of turbulent transport in fusion plasmas using neural networks

Karel Lucas van de Plassche, Jonathan Citrin, Clarisse Bourdelle +7

We present an ultrafast neural network (NN) model, QLKNN, which predicts core tokamak transport heat and particle fluxes. QLKNN is a surrogate model based on a database of 300 mill…