activity
20212026
most citedA novel approach for wafer defect pattern classification based on topological data analysis

1 citations · 3 across the 10 of their papers we have counts for

collaborators

12 papers

math.AP2026

Stable cusp formation for the Novikov equation

Yunjoo Kim, Dowan Koo, Bongsuk Kwon +1

We establish stable cusp formation for the Novikov equation, a cubically nonlinear Camassa--Holm-type equation. We identify an open set of smooth initial data for which the first g…

math.AP2026

Conditional hypocoercivity for nonlinear kinetic Fokker--Planck equations

Jose A. Carrillo, Dowan Koo, Sihyun Song

We investigate the long-time behaviour of nonlinear kinetic Fokker--Planck equations with porous medium diffusion in a non-perturbative setting. Under a priori conditional bounds o…

math.AP2026

Hydrodynamic limit from nonlinear Fokker--Planck to barotropic Euler equations

José A. Carrillo, Dowan Koo

The hydrodynamic limit to the barotropic Euler equations, including power-law pressure , for a kinetic nonlinear Fokker--Planck equation with degenerate diffusion is esta…

math.AP2025

Exponential and algebraic decay in Euler--alignment system with nonlocal interaction forces

José A. Carrillo, Young-Pil Choi, Dowan Koo +1

We investigate the large-time behavior of the pressureless Euler system with nonlocal velocity alignment and interaction forces, with the aim of characterizing the asymptotic conve…

math.AP2025

Hydrodynamic limit from kinetic models with massless electrons to the ionic Euler--Poisson system

Young-Pil Choi, Dowan Koo, Sihyun Song

We study the derivation of ion dynamics, namely, the ionic Euler--Poisson system, from kinetic descriptions. The kinetic framework consists of the ionic Vlasov--Poisson equation co…

math.AP2025

Large-time behavior of pressureless Euler--Poisson equations with background states

Young-Pil Choi, Dong-ha Kim, Dowan Koo +1

We study the large-time asymptotic behavior of solutions to the one-dimensional damped pressureless Euler-Poisson system with variable background states, subject to a neutrality co…

math.AP2025

Global existence of Lagrangian solutions to the ionic Vlasov--Poisson system

Young-Pil Choi, Dowan Koo, Sihyun Song

In this paper, we study the Cauchy problem of the ionic Vlasov--Poisson (IVP) system for a broad class of initial data. To this end, we establish well-posedness and stability estim…

math.AP2024★ 1 cited

Global Mild Solutions to a BGK Model for Barotropic Gas Dynamics

Dowan Koo, Sihyun Song

We establish global existence of mild solutions to the BGK model proposed by Bouchut [J. Stat. Phys., 95, (1999), 113--170] under the minimal assumption of finite kinetic entropy i…

math.AP2024★ 1 cited

Critical thresholds in pressureless Euler--Poisson equations with background states

Young-Pil Choi, Dong-ha Kim, Dowan Koo +1

We investigate the critical threshold phenomena in a large class of one dimensional pressureless Euler--Poisson (EP) equations, with non-vanishing background states. First, we esta…

math.AP2022

A gradient flow for the porous medium equations with Dirichlet boundary conditions

Dongkwang Kim, Dowan Koo, Geuntaek Seo

We consider the gradient flow structure of the porous medium equations with non-negative constant Dirichlet boundary conditions. We construct weak solutions to the equations via th…

cs.LG2022★ 1 cited

A novel approach for wafer defect pattern classification based on topological data analysis

Seungchan Ko, Dowan Koo

In semiconductor manufacturing, wafer map defect pattern provides critical information for facility maintenance and yield management, so the classification of defect patterns is on…

math.OC2021

One dimensional consensus based algorithm for non-convex optimization

Young-Pil Choi, Dowan Koo

We analyze the consensus based optimization method proposed by Pinnau et al.(2017) in one dimension. We rigorously provide a quantitative error estimate between the consensus point…