Kookjin Lee

发表

FAST AND OPTIMAL SOLUTION ALGORITHMS FOR PARAMETERIZED PARTIAL DIFFERENTIAL EQUATIONS

Kookjin Lee, 2017 .

Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws

K. Carlberg, Kookjin Lee, 2019, AAAI.

AdamNODEs: When Neural ODE Meets Adaptive Moment Estimation

Noseong Park, Sanghyun Hong, Kookjin Lee, 2022, ArXiv.

Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting

Noseong Park, Fan Wu, Sanghyun Hong, 2022, ArXiv.

Calibrating hypersonic turbulence flow models with the HIFiRE-1 experiment using data-driven machine-learned models

J. Ray, Kookjin Lee, K. Chowdhary, 2021, Computer Methods in Applied Mechanics and Engineering.

Parameter-varying neural ordinary differential equations with partition-of-unity networks

Kookjin Lee, N. Trask, 2022, ArXiv.

DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation pdf

Noseong Park, Kookjin Lee, Dongeun Lee, 2020, AAAI.

Sinophobia, misogyny, facism, and many more: A multi-ethnic approach to identifying anti-Asian racism in social media

Kookjin Lee, Zhemin Zhang, Heewon Chae, 2022, ArXiv.

Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders

Kookjin Lee, Kevin Carlberg, K. Carlberg, 2018, J. Comput. Phys..

A Preconditioned Low-Rank Projection Method with a Rank-Reduction Scheme for Stochastic Partial Differential Equations

Kookjin Lee, Howard C. Elman, H. Elman, 2016, SIAM J. Sci. Comput..

Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery

Carianne Martinez, Kookjin Lee, N. Trask, 2022, ArXiv.

Stochastic Least-Squares Petrov-Galerkin Method for Parameterized Linear Systems

Kookjin Lee, Howard C. Elman, Kevin Carlberg, 2017, SIAM/ASA J. Uncertain. Quantification.

Inexact Methods for Symmetric Stochastic Eigenvalue Problems

Kookjin Lee, Bedrich Sousedík, B. Sousedík, 2018, SIAM/ASA J. Uncertain. Quantification.

Structure-preserving Sparse Identification of Nonlinear Dynamics for Data-driven Modeling pdf

Nathaniel Trask, Panos Stinis, Kookjin Lee, 2021, MSML.

Machine learning structure preserving brackets for forecasting irreversible processes pdf

Panos Stinis, Kookjin Lee, Nathaniel A. Trask, 2021, NeurIPS.

MMGAN: Manifold-Matching Generative Adversarial Networks

Tanmoy Chakraborty, Jaegul Choo, Noseong Park, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws

Kookjin Lee, Kevin Carlberg, K. Carlberg, 2019, AAAI.

Enhanced alternating energy minimization methods for stochastic galerkin matrix equations

H. Elman, C. Powell, Kookjin Lee, 2022, BIT Numerical Mathematics.

Projection-based model reduction of dynamical systems using space–time subspace and machine learning

J. Ray, Kookjin Lee, K. Chowdhary, 2021, Computer Methods in Applied Mechanics and Engineering.

Partition of Unity Networks: Deep HP-Approximation

Ravi G. Patel, Kookjin Lee, Nathaniel A. Trask, 2021, AAAI Spring Symposium: MLPS.

Probabilistic partition of unity networks: clustering based deep approximation pdf

Nathaniel Trask, Mamikon A. Gulian, Andy Huang, 2021, ArXiv.

A Low-Rank Solver for the Navier-Stokes Equations with Uncertain Viscosity

Kookjin Lee, Howard C. Elman, Bedvrich Soused'ik, 2017, SIAM/ASA J. Uncertain. Quantification.

Reversible and irreversible bracket-based dynamics for deep graph neural networks

Anthony D. Gruber, Kookjin Lee, N. Trask, 2023, NeurIPS.

Parameterized neural ordinary differential equations: applications to computational physics problems pdf

Kookjin Lee, Eric J. Parish, E. Parish, 2020, Proceedings of the Royal Society A.

A Stability Analysis of Neural Networks and Its Application to Tsunami Early Warning

R. LeVeque, S. Suri, Sanghyun Hong, 2023 .

Time Series Forecasting with Hypernetworks Generating Parameters in Advance

Noseong Park, Sanghyun Hong, Kookjin Lee, 2022, ArXiv.

A group-based communication scheme based on the location information of MTC devices in cellular networks

Heonshik Shin, Dan Keun Sung, Kookjin Lee, 2012, 2012 IEEE International Conference on Communications (ICC).

Not All Asians are the Same: A Disaggregated Approach to Identifying Anti-Asian Racism in Social Media

Kookjin Lee, Zhemin Zhang, Heewon Chae, 2022, 2210.11640.