Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices

R. M. Churchill, the DIII-D team

The multi-scale, mutli-physics nature of fusion plasmas makes predicting plasma events challenging. Recent advances in deep convolutional neural network architectures (CNN) utilizi…