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Kookjin Lee
Kookjin Lee
Arizona State University
Adresse e-mail validée de asu.edu
Titre
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Année
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
K Lee, KT Carlberg
Journal of Computational Physics 404, 108973, 2020
8112020
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
912021
Machine type communication system
KJ Lee, JH Kim, JY Ahn
US Patent App. 13/520,837, 2013
872013
Parameterized neural ordinary differential equations: Applications to computational physics problems
K Lee, EJ Parish
Proceedings of the Royal Society A, 2021
812021
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
652021
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
492021
Partition of unity networks: deep hp-approximation
K Lee, NA Trask, RG Patel, MA Gulian, EC Cyr
arXiv preprint arXiv:2101.11256, 2021
462021
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
352012
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
322017
Climate modeling with neural diffusion equations
J Hwang, J Choi, H Choi, K Lee, D Lee, N Park
2021 IEEE International Conference on Data Mining (ICDM), 230-239, 2021
272021
Apparatus supporting an MBMS service
JH Kim, KS Lee, KJ Lee, JY Ahn, YJ Kim
US Patent 9,025,520, 2015
252015
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
242022
Method of channel management for multiple component carrier in mobile communication system
KS Lee, JH Kim, KJ Lee
US Patent 8,743,720, 2014
232014
Calibrating hypersonic turbulence flow models with the HIFiRE-1 experiment using data-driven machine-learned models
K Chowdhary, C Hoang, K Lee, J Ray, VG Weirs, B Carnes
Computer Methods in Applied Mechanics and Engineering 401, 115396, 2022
222022
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
212022
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
192018
Climate modeling with neural advection–diffusion equation
H Choi, J Choi, J Hwang, K Lee, D Lee, N Park
Knowledge and Information Systems 65 (6), 2403-2427, 2023
182023
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
182019
Hypernetwork-based meta-learning for low-rank physics-informed neural networks
W Cho, K Lee, D Rim, N Park
Advances in Neural Information Processing Systems 36, 11219-11231, 2023
17*2023
The predictive skill of convolutional neural networks models for disease forecasting
K Lee, J Ray, C Safta
Plos one 16 (7), e0254319, 2021
162021
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