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SangKyeun Kim
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
High Prediction Accuracy
Adaptive Regularization
Transition Model
Reinforcement Learning
Top Venues
CoRR
IJCNN
Nat.
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Publications
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Azarakhsh Jalalvand
,
Max Curie
,
SangKyeun Kim
,
Peter Steiner
,
Jaemin Seo
,
Qiming Hu
,
Andrew Oakleigh Nelson
,
Egemen Kolemen
Diag2Diag: Multimodal super-resolution diagnostics for physics discovery with application to fusion.
CoRR
(2024)
Jaemin Seo
,
SangKyeun Kim
,
Azarakhsh Jalalvand
,
Rory Conlin
,
Andrew Rothstein
,
Joseph Abbate
,
Keith Erickson
,
Josiah Wai
,
Ricardo Shousha
,
Egemen Kolemen
Avoiding fusion plasma tearing instability with deep reinforcement learning.
Nat.
626 (8000) (2024)
Jaemin Seo
,
Rory Conlin
,
Andrew Rothstein
,
SangKyeun Kim
,
Joseph Abbate
,
Azarakhsh Jalalvand
,
Egemen Kolemen
Multimodal Prediction of Tearing Instabilities in a Tokamak.
IJCNN
(2023)