Yesom Park

According to our database, Yesom Park authored at least 17 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Scalable Fixed-Point Framework for High-Dimensional Hamilton-Jacobi Equations.

Yesom Park, Stanley J. Osher

CoRR, February, 2026

SymPlex: A Structure-Aware Transformer for Symbolic PDE Solving.

Yesom Park, Annie C. Lu, Shao-Ching Huang, Qiyang Hu, Y. Sungtaek Ju, Stanley J. Osher

CoRR, February, 2026

2025

Dynamical Implicit Neural Representations.

Yesom Park, Kelvin Kan, Thomas Flynn, Yi Huang, Shinjae Yoo, Stanley J. Osher, Xihaier Luo

CoRR, November, 2025

Neural Hamilton-Jacobi Characteristic Flows for Optimal Transport.

Yesom Park, Shu Liu, Mo Zhou, Stanley J. Osher

CoRR, October, 2025

Neural Shortest Path for Surface Reconstruction from Point Clouds.

Yesom Park, Imseong Park, Jooyoung Hahn, Myungjoo Kang

CoRR, February, 2025

Localized Estimation of Condition Numbers for MILU Preconditioners on a Graph.

Geonho Hwang, Yesom Park, Yueun Lee, Jooyoung Hahn, Myungjoo Kang

CoRR, January, 2025

Neural Implicit Solution Formula for Efficiently Solving Hamilton-Jacobi Equations.

Yesom Park, Stanley J. Osher

SIAM J. Sci. Comput., 2025

2024

ReSDF: Redistancing implicit surfaces using neural networks.

Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang

J. Comput. Phys., 2024

Analysis of efficient preconditioner for solving Poisson equation with Dirichlet boundary condition in irregular three-dimensional domains.

Geonho Hwang, Yesom Park, Yueun Lee, Myungjoo Kang

J. Comput. Phys., 2024

Beyond Derivative Pathology of PINNs: Variable Splitting Strategy with Convergence Analysis.

Yesom Park, Changhoon Song, Myungjoo Kang

CoRR, 2024

How does PDE order affect the convergence of PINNs?

Changhoon Song, Yesom Park, Myungjoo Kang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Learning PDE Solution Operator for Continuous Modeling of Time-Series.

Yesom Park, Jaemoo Choi, Changyeon Yoon, Changhoon Song, Myungjoo Kang

CoRR, 2023

p-Poisson surface reconstruction in curl-free flow from point clouds.

Yesom Park, Taekyung Lee, Jooyoung Hahn, Myungjoo Kang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Restoration based Generative Models.

Jaemoo Choi, Yesom Park, Myungjoo Kang

Proceedings of the International Conference on Machine Learning, 2023

2022

Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach.

Hyuntae Cho, Yesom Park, Myungjoo Kang

J. Comput. Phys., 2022

2020

A second-order accurate semi-Lagrangian method for convection-diffusion equations with interfacial jumps.

Hyuntae Cho, Yesom Park, Myungjoo Kang

CoRR, 2020

2018

An efficient MILU preconditioning for solving the 2D Poisson equation with Neumann boundary condition.

Yesom Park, Jeongho Kim, Jinwook Jung, Euntaek Lee, Chohong Min

J. Comput. Phys., 2018