Mingu Kang

Undergrad student, School of Mathematical and Science, Korea Advanced Institute of Science & Technology

Joined

September 2024

Names

Mingu Kang (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

Personal Links

Career & Education History

Undergrad student

School of Mathematical and Science, Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2024 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

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