Credit: Image courtesy of A. Mathews, J. Hughes, and J. Mullen.
Using light from the edge of a plasma in a tokamak (interior view at left), a Physics Informed Neural Network reconstructs the turbulent fluctuations in plasma density and temperature and the distribution of a probing helium gas puff (right).