Alfvén eigenmode detection using Long-Short Term Memory Networks and CO2 Interferometer data on the DIII-D National Fusion Facility. - Alvin V. Garcia; Azarakhsh Jalalvand; Peter Steiner; Andrew Rothstein; Michael Van Zeeland; William W. Heidbrink; Egemen Kolemen (IJCNN, 2023)

Multimodal Prediction of Tearing Instabilities in a Tokamak. - Jaemin Seo; Rory Conlin; Andrew Rothstein; SangKyeun Kim; Joseph Abbate; Azarakhsh Jalalvand; Egemen Kolemen (IJCNN, 2023)

Avoiding fusion plasma tearing instability with deep reinforcement learning. - Jaemin Seo; SangKyeun Kim; Azarakhsh Jalalvand; Rory Conlin; Andrew Rothstein; Joseph Abbate; Keith Erickson; Josiah Wai; Ricardo Shousha; Egemen Kolemen (Nat., 2024)

Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks. - Rohit Sonker; Alexandre Capone; Andrew Rothstein; Hiro Josep Farre Kaga; Egemen Kolemen; Jeff G. Schneider (CoRR, 2025)

Regulation Compliant AI for Fusion: Real-Time Image Analysis-Based Control of Divertor Detachment in Tokamaks. - Nathaniel Chen; Cheolsik Byun; Azarakhsh Jalalvand; SangKyeun Kim; Andrew Rothstein; Filippo Scotti; Steve Allen; David Eldon; Keith Erickson; Egemen Kolemen (CoRR, 2025)