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Dongseok Lee
PhD student, Seoul National University
Joined
September 2024
Names
Dongseok Lee
(Preferred)
,
Dong seok Lee
Emails
****@kaist.ac.kr
(Confirmed)
,
****@snu.ac.kr
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
PhD student
Seoul National University
(snu.ac.kr)
2026
–
Present
MS student
mathematics,
Sung Kyun Kwan University
(skku.edu)
2022
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Youngjoon Hong
2022
–
2026
Expertise
Scientific machine learning
2022
–
Present
physics infomred neural network
2021
–
Present
Publications
PDE-PFN: Prior-Data Fitted Neural PDE Solver
Jaehyeon Park
,
Mingu Kang
,
Dongseok Lee
,
Woojin Cho
,
Kookjin Lee
,
Anthony Gruber
,
Youngjoon Hong
,
Noseong Park
Submitted to ICLR 2026
Readers:
Everyone
MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
Mingu Kang
,
Dongseok Lee
,
Woojin Cho
,
Jaehyeon Park
,
Kookjin Lee
,
Anthony Gruber
,
Youngjoon Hong
,
Noseong Park
Submitted to ICLR 2025
Readers:
Everyone
Can we pre-train ICL-based SFMs for the zero-shot inference of the 1D CDR problem with noisy data?
Mingu Kang
,
Dongseok Lee
,
Woojin Cho
,
Kookjin Lee
,
Anthony Gruber
,
Nathaniel Trask
,
Youngjoon Hong
,
Noseong Park
Neurips 2024 Workshop FM4Science Poster
Readers:
Everyone
Co-Authors
Anthony Gruber
Jaehyeon Park
Kookjin Lee
Mingu Kang
Nathaniel Trask
Noseong Park
Woojin Cho
Youngjoon Hong