Deep neural network Grad-Shafranov solver constrained with measured magnetic signals. - Semin Joung; Jaewook Kim; Sehyun Kwak; J. G. Bak; S. G. Lee; H. S. Han; H. S. Kim; Geunho Lee; Daeho Kwon; Young-chul Ghim (CoRR, 2019)

Real-time confinement regime detection in fusion plasmas with convolutional neural networks and high-bandwidth edge fluctuation measurements. - Kevin Gill; David R. Smith; Semin Joung; Benedikt Geiger; George McKee; J. Zimmerman; Ryan N. Coffee; Azarakhsh Jalalvand; Egemen Kolemen (Mach. Learn. Sci. Technol., 2024)

Coincidence anomaly detection for unsupervised locating of edge localized modes in the DIII-D tokamak dataset. - Finn H. O'Shea; Semin Joung; David R. Smith; Daniel Ratner; Ryan N. Coffee (Mach. Learn. Sci. Technol., 2024)