iGENE: A Differentiable Flux-Tube Gyrokinetic Code in TensorFlow

Victor Artigues, Gabriele Merlo, Frank Jenko

We present iGENE, a fully-differentiable TensorFlow implementation of the electromagnetic local nonlinear gyrokinetic model, which allows us to compute gradients of any simulation…