Picture for Kookjin Lee

Kookjin Lee

Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations

Add code
Mar 27, 2025
Viaarxiv icon

Understanding and Mitigating Membership Inference Risks of Neural Ordinary Differential Equations

Add code
Jan 12, 2025
Viaarxiv icon

Physics-informed reduced order model with conditional neural fields

Add code
Dec 06, 2024
Figure 1 for Physics-informed reduced order model with conditional neural fields
Figure 2 for Physics-informed reduced order model with conditional neural fields
Viaarxiv icon

MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data

Add code
Oct 09, 2024
Figure 1 for MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
Figure 2 for MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
Figure 3 for MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
Figure 4 for MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
Viaarxiv icon

FastLRNR and Sparse Physics Informed Backpropagation

Add code
Oct 05, 2024
Figure 1 for FastLRNR and Sparse Physics Informed Backpropagation
Figure 2 for FastLRNR and Sparse Physics Informed Backpropagation
Figure 3 for FastLRNR and Sparse Physics Informed Backpropagation
Viaarxiv icon

Latent Space Energy-based Neural ODEs

Add code
Sep 05, 2024
Figure 1 for Latent Space Energy-based Neural ODEs
Figure 2 for Latent Space Energy-based Neural ODEs
Figure 3 for Latent Space Energy-based Neural ODEs
Figure 4 for Latent Space Energy-based Neural ODEs
Viaarxiv icon

Parameterized Physics-informed Neural Networks for Parameterized PDEs

Add code
Aug 18, 2024
Figure 1 for Parameterized Physics-informed Neural Networks for Parameterized PDEs
Figure 2 for Parameterized Physics-informed Neural Networks for Parameterized PDEs
Figure 3 for Parameterized Physics-informed Neural Networks for Parameterized PDEs
Figure 4 for Parameterized Physics-informed Neural Networks for Parameterized PDEs
Viaarxiv icon

Efficiently Parameterized Neural Metriplectic Systems

Add code
May 28, 2024
Viaarxiv icon

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

Add code
Feb 20, 2024
Viaarxiv icon

Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer

Add code
Dec 19, 2023
Figure 1 for Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Figure 2 for Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Figure 3 for Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Figure 4 for Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Viaarxiv icon