Accelerating physics-informed neural network based 1D arc simulation by meta learning

Linlin Zhong, Bingyu Wu, Yifan Wang

Physics-Informed Neural Networks (PINNs) have a wide range of applications as an alternative to traditional numerical methods in plasma simulation. However, in some specific cases…