Kookjin Lee
Kookjin Lee
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Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
K Lee, KT Carlberg
Journal of Computational Physics 404, 108973, 2020
Machine type communication system
KJ Lee, JH Kim, JY Ahn
US Patent App. 13/520,837, 2013
Deep Conservation: A latent-dynamics model for exact satisfaction of physical conservation laws
K Lee, K Carlberg
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 277-285, 2021
A group-based communication scheme based on the location information of MTC devices in cellular networks
K Lee, JS Shin, Y Cho, KS Ko, DK Sung, H Shin
2012 IEEE International Conference on Communications (ICC), 4899-4903, 2012
DPM: a novel training method for physics-informed neural networks in extrapolation
J Kim, K Lee, D Lee, SY Jhin, N Park
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8146-8154, 2021
Partition of unity networks: deep hp-approximation
K Lee, NA Trask, RG Patel, MA Gulian, EC Cyr
arXiv preprint arXiv:2101.11256, 2021
A preconditioned low-rank projection method with a rank-reduction scheme for stochastic partial differential equations
K Lee, HC Elman
SIAM Journal on Scientific Computing 39 (5), S828-S850, 2017
Parameterized neural ordinary differential equations: Applications to computational physics problems
K Lee, EJ Parish
Proceedings of the Royal Society A, 2021
Apparatus supporting an MBMS service
JH Kim, KS Lee, KJ Lee, JY Ahn, YJ Kim
US Patent 9,025,520, 2015
Method of channel management for multiple component carrier in mobile communication system
KS Lee, JH Kim, KJ Lee
US Patent 8,743,720, 2014
System for transmitting control signals using an uplink
KJ Lee
US Patent 11,197,128, 2021
Machine learning structure preserving brackets for forecasting irreversible processes
K Lee, N Trask, P Stinis
Advances in Neural Information Processing Systems 34, 5696-5707, 2021
Mmgan: Manifold-matching generative adversarial networks
N Park, A Anand, JRA Moniz, K Lee, J Choo, DK Park, T Chakraborty, ...
2018 24th International Conference on Pattern Recognition (ICPR), 1343-1348, 2018
Projection-based model reduction of dynamical systems using space–time subspace and machine learning
C Hoang, K Chowdhary, K Lee, J Ray
Computer Methods in Applied Mechanics and Engineering 389, 114341, 2022
Scheduling apparatus and method for multicast broadcast service
KJ Lee
US Patent 8,477,702, 2013
A Low-rank solver for the Navier--Stokes equations with uncertain viscosity
K Lee, HC Elman, B Sousedik
SIAM/ASA Journal on Uncertainty Quantification 7 (4), 1275-1300, 2019
Probabilistic partition of unity networks: clustering based deep approximation
N Trask, M Gulian, A Huang, K Lee
arXiv preprint arXiv:2107.03066, 2021
Apparatus and method for constituting control information for a multi-cast broadcast service
KJ Lee, JH Kim
US Patent 8,879,489, 2014
Structure-preserving sparse identification of nonlinear dynamics for data-driven modeling
K Lee, N Trask, P Stinis
Mathematical and Scientific Machine Learning, 65-80, 2022
Stochastic Least-Squares Petrov--Galerkin Method for Parameterized Linear Systems
K Lee, K Carlberg, HC Elman
SIAM/ASA Journal on Uncertainty Quantification 6 (1), 374-396, 2018
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