Linear-Stability-Guided Two-Stage Surrogate Model for Nonlinear ITG-TEM Turbulence

Y. W. Cho, C. G. Wan, Z. S. Qu +7

We develop a two-stage surrogate model framework to predict the linear and nonlinear properties of ITG-TEM turbulence from GENE gyrokinetic simulations. The first stage uses a hier…