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全站排名 #2,282

发表论文15 篇

平均评分5.5

年均产出5.0 篇/年

Kookjin Lee

Assistant Professor@Arizona State University·美国·OpenReview

研究方向

implicit neural representations (or physics-informed neural networks) · deep learning · dynamical systems · neural ordinary differential equations

PDE-PFN: Prior-Data Fitted Neural PDE Solver

ICLR 2026Rejected

Extending Fourier Neural Operators for Modeling Parameterized and Coupled PDEs

ICLR 2026Poster

AI-Hamilton: Leveraging In-Context Learning for Modeling Hamiltonian Systems

ICLR 2026Withdrawn

Efficiently Parameterized Neural Metriplectic Systems

ICLR 2025Poster

Neural Functions for Learning Periodic Signal

ICLR 2025Poster

PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling

NeurIPS 2025Poster

PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks

ICLR 2025Poster

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

ICLR 2025Rejected

合作者 (20)

Nathaniel Trask