Rate-Optimal Noise Annealing in Semi-Dual Neural Optimal Transport: Tangential Identifiability, Off-Manifold Ambiguity, and Guaranteed Recovery
With Jaewoong Choi, Dohyun Kwon, 2026
Publications
You can also find my articles on my Google Scholar profile.
Preprints
The Supercooled Stefan Problem: Fractal Freezing and the Fine Structure of Maximal Solutions
With Inwon Kim and Sebastian Munoz, 2025
Guaranteeing Higher-Order Convergence Rates for Accelerated Wasserstein Gradient Flow Schemes
With Matt Jacobs, 2025
Journal Articles
The Nonlocal Stefan Problem via a Martingale Transport
Published in Probability Theory and Related Fields with Inwon Kim, Young-Heon Kim, and Kyeongsik Nam, 2025
A Hele-Shaw Limit with a Variable Upper Bound and Drift
Published in SIAM Journal on Mathematical Analysis, 2023
Fast Asymptotic-Numerical Method for Coarse Mesh Particle Simulation in Channels of Arbitrary Cross Section
Published in Journal of Computational Physics with Samuel Christensen, Christopher Anderson, and Marcus Roper, 2022
Thesis
Optimal Transport in Stochastic and Deterministic Settings with Applications to PDEs
Doctoral Thesis, UCLA, 2025