Modeling of a Liquid Leaf Target TNSA Experiment Using Particle-In-Cell Simulations and Deep Learning

Figure 6

Energy spectra of H-ions for a TNSA water leaf target experiment using both initial VEGA-3 as well as optimized parameters with respect to the maximum ion energy. Predicted spectra by the neural network model and spectra from a 1D PIC simulation are shown. The parameters are given in Table 2. (a) Initial parameter selection. (b) Optimized parameter selection with respect to maximum ion energy.

(a)

(b)