… that allows prediction with self-consistent core-pedestal coupling of the kinetic profiles …
link towards self-consistent coupled core-pedestal whole device modeling simulations that are …

… Core-pedestal prediction with self-consistent transport of impurities As an example, we
report the application of the core-pedestal workflow with self-consistent transport of impurities to …

… NN (as is required for any impurity transport simulations) and we … Core-pedestal prediction
with self-consistent transport of … of the core-pedestal workflow with self-consistent transport of …

… The coupled core-pedestal workflow using these NN-accelerated … We therefore developed
two neural-network (NN) based models … We point out that although the transport simulations …

… We present PEdestal Neural Network (PENN) as a machine … -edge coupling, which provides
self-consistent solutions in … above 15 MW, the rapid increase of normalized uncertainty and …

… ), and the neoclassical and turbulent transport fluxes (as … self-consistent coupling within the
TGYRO transport code. The results are benchmarked with the ones obtained via the coupling …

… consistently with core-transport and pedestal calculations. STEP couples theory-based codes
… Core-pedestal calculations with STEP have been successfully validated against individual …

… neural-network based approach to efficiently perform a non-linear multivariate regression of
local transport … this section to calculate obtain a self-consistent predictive solution across the …

… of equilibrium, core transport, and pedestal to yield a self-consistent solution. Given these …
STEP would prove a useful tool for coupling these new type of edge models to benchmark …

… proof-of-principle neural network transport model to include … in integrated transport simulation
is the self-consistent … the core-pedestal coupling in these time-dependent simulations. In …