Building robust surrogate models of laser-plasma interactions using large scale PIC simulation

Nathan Smith, Christopher Ridgers, Kate Lancaster +2

As the repetition rates of ultra-high intensity lasers increase, simulations used for the prediction of experimental results may need to be augmented with machine learning to keep…