Concepedia
Statistics
Publications
15
Citations
1.1K
H-Index
12
Active since
2012
Affiliations
Arizona State University(Current)
Sandia National Laboratories California
Sandia National Laboratories
Yonsei University
East Texas A&M University
Kookjin Lee is an author at Arizona State University specializing in machine learning, deep learning, and physics.
Publications per year
2012–2024
Model reduction for nonlinear dynamical systems using deep convolutional autoencoders.
Kookjin Lee · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 2023 · 739 citations · Full text
Computing, Computer Science, Mathematics +14
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation
Jung-Eun Kim, Kookjin Lee, Dong‐Eun Lee et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 85 citations · Full text
Natural Sciences, Computer Science, Physics +16
Parameterized neural ordinary differential equations: applications to computational physics problems
Kookjin Lee, Eric Parish · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 49 citations · Full text
Natural Sciences, Computational Engineering, Physics +17
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Kookjin Lee, Kevin Carlberg · Journal of Computational Physics · 2019 · 48 citations · Full text
Natural Sciences, Computational Engineering, Mathematics +17
A group-based communication scheme based on the location information of MTC devices in cellular networks
Kookjin Lee, Jaesheung Shin, Yongwoo Cho et al. · 2012 · 29 citations
Computing, Communication, Computer Networks +16
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