Yoonsang Lee

Assistant Professor, Mathematics, Dartmouth College

Joined

May 2025

Names

Yoonsang Lee (Preferred)

Emails

****@dartmouth.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Mathematics, Dartmouth College (dartmouth.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Bayesian inference

2013 – Present

Scientific computing

2007 – Present

Publications

A structurally informed data assimilation approach for nonlinear partial differential equations
Tongtong Li, Anne Gelb, Yoonsang Lee
- J. Comput. Phys. 2024
- Readers: Everyone
Entropy stable conservative flux form neural networks
Lizuo Liu, Tongtong Li, Anne Gelb, Yoonsang Lee
- CoRR 2024
- Readers: Everyone
Sampling error mitigation through spectrum smoothing in ensemble data assimilation
Bosu Choi, Yoonsang Lee
- CoRR 2024
- Readers: Everyone
A stochastic approach for elliptic problems in perforated domains
Jihun Han, Yoonsang Lee
- J. Comput. Phys. 2024
- Readers: Everyone
Stochastic approach for elliptic problems in perforated domains
Jihun Han, Yoonsang Lee
- CoRR 2024
- Readers: Everyone
Learning In-Between Imagery Dynamics via Physical Latent Spaces
Jihun Han, Yoonsang Lee, Anne Gelb
- SIAM J. Sci. Comput. 2024
- Readers: Everyone
Learning the Dynamics for Unknown Hyperbolic Conservation Laws Using Deep Neural Networks
Zhen Chen, Anne Gelb, Yoonsang Lee
- SIAM J. Sci. Comput. 2024
- Readers: Everyone
Inhomogeneous regularization with limited and indirect data
Jihun Han, Yoonsang Lee
- J. Comput. Appl. Math. 2023
- Readers: Everyone
A Neural Network Approach for Homogenization of Multiscale Problems
Jihun Han, Yoonsang Lee
- Multiscale Model. Simul. 2023
- Readers: Everyone
Learning In-between Imagery Dynamics via Physical Latent Spaces
Jihun Han, Yoonsang Lee, Anne Gelb
- CoRR 2023
- Readers: Everyone

View all 29 publications

Co-Authors