Kookjin Lee

8

Papers

15

Total Citations

Papers (8)

Efficiently Parameterized Neural Metriplectic Systems

PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images

PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling

NeurIPS 2025arXiv

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations

Parameterized Physics-informed Neural Networks for Parameterized PDEs

Machine learning structure preserving brackets for forecasting irreversible processes

NeurIPS 2021arXiv

Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks

NeurIPS 2023arXiv

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

NeurIPS 2023arXiv