Lab directory
Noseong Park
Noseong Park
KAIST · Graduate School of Data Science
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Professor
Prof. 박노성
Professor's page · publicationsAbout
데이터 사이언스 방법론 연구자로 시계열·시공간 데이터와 생성 모델을 연구한다. 신경 미분방정식(neural ODE), 시계열 예측, 표 형식(tabular) 데이터 생성 등을 주요 주제로 다룬다.
Research keywords
Data science methodologies
Recent papers
- TabMosaic: Unified In-Context Diffusion for Tabular Generative TasksNewPreprintarXiv (Cornell University) · Oct 11
- PDE-PFN: Prior-Data Fitted Neural PDE SolverNewPreprintarXiv (Cornell University) · Oct 9
- SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing InformationNewPreprintarXiv (Cornell University) · Oct 9
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Model Reduction and Neural Networks
Noseong Park
KAIST · School of Computing
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing InformationNewPreprintarXiv (Cornell University) · Oct 9Jeongsu Lee
Kyung Hee University · Mechanical Engineering
Legendre polynomial anti-derivative layer for compact physics-informed neural networks and operator learning with high-frequency spectral expressivityMachine Learning Science and Technology · Sep 11Minseok Choi
POSTECH · Mathematics
Real-time physics-informed reconstruction of transient fields using sensor guidance and higher-order time differentiationApplied Soft Computing · Sep 7
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