Attention-aware convolutional neural networks for identification of magnetic islands in the tearing mode on EAST tokamak

Feifei Long, Yian Zhao, Yunjiao Zhang +16

The tearing mode, a large-scale MHD instability in tokamak, typically disrupts the equilibrium magnetic surfaces, leads to the formation of magnetic islands, and reduces core elect…