We present an ultrafast neural network (NN) turbulent tokamak transport model, QLKNN, for heat and particle fluxes.
QLKNN is a surrogate model based on a database of 3 · 108 flux calculations of the quasilinear gyrokinetic transport model QuaLiKiz. To ensure accurate reproduction of the underlying model, we include known features of the…