activity
20162026
most citedTrend to Equilibrium for the Kinetic Fokker-Planck Equation via the Neural Network Approach

40 citations · 135 across the 22 of their papers we have counts for

collaborators

22 papers

math.AP2026

Local Existence and Finite-Time Singularity Formation in the Vlasov-Poisson-Isotropic Landau System

Jin Woo Jang, Junsung Kim

The isotropic Landau (Coulomb) operator was introduced in kinetic theory by Krieger and Strain (Comm. Partial Differential Equations, 2012). In this work, we study the spatially in…

math.AP2025

Optimal Convergence Estimate of the Limit from Inverse Power Potential to Hard Sphere Boltzmann Equation

Zheng-Nan Hu, Jin Woo Jang, Zheng-An Yao +1

The inverse power potential , generates the Boltzmann kernel with an angular singularity as . Jang-Kepka-Nota-Velázquez…

math.AP2022

On the temperature distribution of a body heated by radiation

Jin Woo Jang, Juan J. L. Velázquez

In this paper, we study the temperature distribution of a body when the heat is transmitted only by radiation. The heat transmitted by convection and conduction is ignored. We cons…

math.AP2022★ 3 cited

Vanishing angular singularity limit to the hard-sphere Boltzmann equation

Jin Woo Jang, Bernhard Kepka, Alessia Nota +1

In this note we study Boltzmann's collision kernel for inverse power law interactions for in dimension . We prove the limit of the non-cutoff kernel…

math.AP2022

Moments creation for the inelastic Boltzmann equation for hard potentials without angular cutoff

Jin Woo Jang, Kunlun Qi

This paper is concerned with the inelastic Boltzmann equation without angular cutoff. We work in the spatially homogeneous case. We establish the global-in-time existence of measur…

math.AP2021

Magnetic confinement for the 2D axisymmetric relativistic Vlasov-Maxwell system in an annulus

Jin Woo Jang, Robert M. Strain, Tak Kwong Wong

Although the nuclear fusion process has received a great deal of attention in recent years, the amount of mathematical analysis that supports the stability of the system seems to b…

math.AP2021★ 6 cited

LTE and Non-LTE Solutions in Gases Interacting with Radiation

Jin Woo Jang, Juan J. L. Velázquez

In this paper, we study a class of kinetic equations describing radiative transfer in gases which include also the interaction of the molecules of the gas with themselves. We discu…

math.AP2021

Asymptotic Stability of the Relativistic Boltzmann Equation without Angular Cut-off

Jin Woo Jang, Robert M. Strain

This paper is concerned with the relativistic Boltzmann equation without angular cutoff. We establish the global-in-time existence, uniqueness, and asymptotic stability for solutio…

math.AP2021★ 2 cited

Frequency multiplier estimates for the linearized relativistic Boltzmann operator without angular cutoff

Jin Woo Jang, Robert M. Strain

This paper is concerned with the relativistic Boltzmann equation without angular cutoff. The non-cutoff theory for the relativistic Boltzmann equation has been rarely studied even…

math.NA2021★ 5 cited

Sobolev Training for Physics Informed Neural Networks

Hwijae Son, Jin Woo Jang, Woo Jin Han +1

Physics Informed Neural Networks (PINNs) is a promising application of deep learning. The smooth architecture of a fully connected neural network is appropriate for finding the sol…

math.AP2020★ 12 cited

The relativistic quantum Boltzmann equation near equilibrium

Gi-Chan Bae, Jin Woo Jang, Seok-Bae Yun

The relativistic quantum Boltzmann equation (or the relativistic Uehling-Uhlenbeck equation) describes the dynamics of single-species fast-moving quantum particles. With the recent…

math.AP2020

Kinetic Models for Semiflexible Polymers in a Half-plane

Jin Woo Jang, Juan J. L. Velázquez

Based on a general discrete model for a semiflexible polymer chain, we introduce a formal derivation of a kinetic equation for semiflexible polymers in the half-plane via a continu…

math.NA2020★ 2 cited

The model reduction of the Vlasov-Poisson-Fokker-Planck system to the Poisson-Nernst-Planck system via the Deep Neural Network Approach

Jae Yong Lee, Jin Woo Jang, Hyung Ju Hwang

The model reduction of a mesoscopic kinetic dynamics to a macroscopic continuum dynamics has been one of the fundamental questions in mathematical physics since Hilbert's time. In…

math.AP2020★ 4 cited

decay for the linearized Landau equation with the specular boundary condition

Yan Guo, Hyung Ju Hwang, Jin Woo Jang +1

In this paper, we develop an alternative approach to establish the decay estimate for the linearized Landau equation in a bounded domain with specular boundary condition. The…

math.AP2020★ 2 cited

On the Determinant Problem for the Relativistic Boltzmann Equation

James Chapman, Jin Woo Jang, Robert M. Strain

This article considers a long-outstanding open question regarding the Jacobian determinant for the relativistic Boltzmann equation in the center-of-momentum coordinates. For the Ne…

math.DS2020★ 14 cited

Averaging with a time-dependent perturbation parameter

David Fajman, Gernot Heißel, Jin Woo Jang

Motivated by recent problems in mathematical cosmology, in which temporal averaging methods are applied in order to analyze the future asymptotics of models which exhibit oscillato…

math.AP2020

Propagation of estimates for the Spatially Homogeneous Relativistic Boltzmann Equation

Jin Woo Jang, Seok-Bae Yun

In this paper, we prove the propagation of upper bounds for the spatially homogeneous relativistic Boltzmann equation for any . We consider the case of relativist…

math.NA2019★ 40 cited

Trend to Equilibrium for the Kinetic Fokker-Planck Equation via the Neural Network Approach

Hyung Ju Hwang, Jin Woo Jang, Hyeontae Jo +1

The issue of the relaxation to equilibrium has been at the core of the kinetic theory of rarefied gas dynamics. In the paper, we introduce the Deep Neural Network (DNN) approximate…

math.AP2019★ 3 cited

Propagation of uniform upper bounds for the spatially homogeneous relativistic Boltzmann equation

Jin Woo Jang, Robert M. Strain, Seok-Bae Yun

In this paper, we prove the propagation of uniform upper bounds for the spatially homogeneous relativistic Boltzmann equation. These bounds have been known to be a chall…

math.AP2019★ 33 cited

The Landau equation with the specular reflection boundary condition

Yan Guo, Hyung Ju Hwang, Jin Woo Jang +1

The existence and stability of the Landau equation (1936) in a general bounded domain with a physical boundary condition is a long-outstanding open problem. This work proves the gl…

math.AP2018

Gain of regularity for the relativistic collision operator

Jin Woo Jang, Seok-Bae Yun

We study a regularity property for the gain part of the relativistic Boltzmann collision operator. Our assumptions on the collisional scattering kernel cover the full range of gene…

math.AP2016★ 9 cited

Global Classical Solutions to the Relativistic Boltzmann Equation without Angular Cut-off

Jin Woo Jang

We prove the unique existence and exponential decay of global in time classical solutions to the special relativistic Boltzmann equation without any angular cut-off assumptions wit…