Semin Joung

According to our database, Semin Joung authored at least 4 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Spatiotemporal forecasting of the edge localized modes in tokamak plasmas using neural networks.

Anirban Samaddar, Qian Gong, Sandeep Madireddy, Christopher Hansen, Semin Joung, David R. Smith, Yixuan Sun, Fatima Ebrahimi, Prasanna Balapraksh, Andrew Oakleigh Nelson

Mach. Learn. Sci. Technol., 2025

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

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

2019

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