A data free neural operator enabling fast inference of 2D and 3D Navier Stokes equations
Junho Choi, Teng-Yuan Chang, Namjung Kim, Youngjoon Hong
arXiv preprint,2025
Publications
Journal Articles
Variational numerical-modelling strategies for the simulation of driven free-surface waves
Junho Choi, Onno Bokhove, Yang Lu, Mark Kelmanson, Floriane Gidel
EarthArXiv eprints,2025
Formation of singularities in plasma ion dynamics
Junho Choi, Junsik Bae, Bongsuk Kwon
Nonlinearity,2024
A study of extreme water waves using a hierarchy of models based on potential-flow theory
Junho Choi, Anna Kalogirou, Yang Lu, Onno Bokhove, Mark Kelmanson
Water Waves,2024
Spectral Operator Learning for Parametric PDEs without Data Reliance
Junho Choi, Taehyun Yun, Namjung Kim, Youngjoon Hong
Computer Methods in Applied Mechanics and Engineering,2024
Unsupervised Legendre–Galerkin Neural Network for Solving Partial Differential Equations
Junho Choi, Namjung Kim, Youngjoon Hong
IEEE Access,2023
Numerical Experiments on Extreme Waves Through Oblique–Soliton Interactions
Junho Choi, Anna Kalogirou, Onno Bokhove, Mark Kelmanson
Water Waves,2022
Viscosity approximation of the solution to Burgers’ equations with shock layers
Junho Choi, Youngjoon Hong, Chang-Yeol Jung, Hoyeon Lee
Applicable Analysis,2021
Viscosity approximation of the solution to Burgers’ equations with shock layers
Junho Choi, Chang-Yeol Jung, Hoyeon Lee
Communications in Nonlinear Science Numerical Simulation,2019