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Kyeong-Hun Kim

Korea University · Mathematics

About the Lab

Professor Kyeong-Hun Kim's research lab specializes in stochastic analysis, partial differential equations, and weighted function spaces, with a focus on the theory of stochastic and deterministic PDEs with irregular coefficients. The lab investigates existence, uniqueness, and regularity of solutions to parabolic and elliptic systems in weighted Sobolev and Lebesgue spaces, particularly when coefficients or solutions exhibit singularities or strong oscillations near boundaries. A central theme is the development of $L_p$-theory and sharp function estimates for equations with fractional operators, random noise, and variable or degenerate coefficients.

stochastic PDEsweighted Sobolev spacesfractional Laplacianparabolic equationsirregular coefficients

Research Overview

Papers
78
Total Citations
324
Papers (5y)
25
Primary Field
Mathematics

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
25total
2021
2022
2023
2024
2025
Citations per year (5y)
167total
20212022202320242025

Selected Papers

15
1
Article|125 citations·2022
AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis
Kyeong-Hun Kim, Sanghyun Park
SJR Q1Information Fusion
Artificial IntelligenceComputer Science
2
Article|23 citations·2014
Anti-reflection porous SiO 2 thin film deposited using reactive high-power impulse magnetron sputtering at high working pressure for use in a-Si:H solar cells
Kyeong-Hun Kim, Sungmin Kim, Sehoon An, Geun-Hyuk Lee, Donghwan Kim, Seunghee Han
SJR Q1Solar Energy Materials and Solar Cells
Electrical and Electronic EngineeringEngineering
3
Preprint|16 citations·2015
Asymptotic behaviors of fundamental solution and its derivatives related to space-time fractional differential equations
Kyeong-Hun Kim, Sungbin Lim
arXiv (Cornell University)OA

Let $p(t,x)$ be the fundamental solution to the problem $$ \partial_{t}^αu=-(-Δ)^βu, \quad α\in (0,2), \, β\in (0,\infty). $$ In this paper we provide the asymptotic behaviors and sharp upper bounds of $p(t,x)$ and its space and time fractional derivatives $$ D_{x}^{n}(-Δ_x)^γD_{t}^σI_{t}^δp(t,x), \quad \forall\,\, n\in\mathbb{Z}_{+}, \,\, γ\in[0,β],\,\, σ, δ\in[0,\infty), $$ where $D_{x}^n$ is a partial derivative of order $n$ with respect to $x$, $(-Δ_x)^γ$ is a fractional Laplace operator and

Modeling and SimulationMathematics
4
Article|9 citations·2022
A Sobolev space theory for the stochastic partial differential equations with space-time non-local operators
Kyeong-Hun Kim, Daehan Park, Junhee Ryu
SJR Q1Journal of Evolution Equations
Modeling and SimulationMathematics
5
Article|6 citations·2022
Aobert: All-Modalities-In One Bert for Multimodal Sentiment Analysis
Kyeong-Hun Kim, Sanghyun Park
SSRN Electronic JournalOA
Artificial IntelligenceComputer Science
6
Article|5 citations
On stochastic partial differential equations with variable coefficients in C1 domains
Kyeong-Hun Kim
RePEc: Research Papers in Economics

Stochastic partial differential equations with variable coefficients are considered in C1 domains. Existence and uniqueness results are given in Sobolev spaces with weights allowing the derivatives of the solutions to blow up near the boundary. The number of derivatives of the solution can be negative and fractional, and the coefficients of the equations are allowed to substantially oscillate or blow up near the boundary.

FinanceEconomics, Econometrics and Finance
7
Preprint|5 citations·2012
A weighted L_p -theory for second-order elliptic and parabolic partial differential systems on a half space
Kyeong-Hun Kim, Kijung Lee
arXiv (Cornell University)OA

In this paper we develop a Fefferman-Stein theorem, a Hardy-Littlewood theorem and sharp function estimations in weighted Sobolev spaces. We also provide uniqueness and existence results for second-order elliptic and parabolic partial differential systems in weighed Sobolev spaces.

Mathematical PhysicsMathematics
8
Preprint|4 citations·2011
An L_p-theory of stochastic parabolic equations with the random fractional Laplacian driven by Lévy processes
Kyeong-Hun Kim, Panki Kim
arXiv (Cornell University)OA

In this paper we give an $L_p$-theory for stochastic parabolic equations with random fractional Laplacian operator. The driving noises are general Lévy processes.

Computational Theory and MathematicsComputer Science
9
Article|4 citations·2023
A Sobolev Space Theory for Time-Fractional Stochastic Partial Differential Equations Driven by Lévy Processes
Kyeong-Hun Kim, Daehan Park
SJR Q2Journal of Theoretical Probability
FinanceEconomics, Econometrics and Finance
10
Article|3 citations·2008
Lq(Lp)-THEORY OF PARABOLIC PDEs WITH VARIABLE COEFFICIENTS
김경훈

Second-order parabolic equations with variable coecientsare considered on Rd and C¹ domains. Existence and uniqueness resultsare given in Lq(Lp)-spaces, where it is allowed for the powers of summa-bility with respect to space and time variables to be dierent.

11
Article|2 citations·2024
Aluminum Alloy Design by La Amount through Machine Learning and Experimental Verification
Kyeong-Hun Kim, Jong-Goo Park, HaeWoong Yang, Uro Heo, Namhyun Kang
SJR Q2Korean Journal of Metals and MaterialsOA

The development and design of metal materials have been carried out through experimental method and simulation based on theoretic. Recently, with the widespread application of artificial intelligence (AI) in various fields, many studies have been actively incorporating artificial intelligence into the field of metal material design. Especially, many studies have been reported on adding rare-earth elements to aluminum alloys to improve corrosion resistance and mechanical properties using AI. Howe

Mechanical EngineeringEngineering
12
Preprint|2 citations·2012
A weighted L_p -theory for parabolic PDEs with BMO coefficients on C^1 -domains
Kyeong-Hun Kim, Kijung Lee
arXiv (Cornell University)OA

In this paper we present a weighted $L_p$-theory of second-order parabolic partial differential equations defined on $C^1$ domains. The leading coefficients are assumed to be measurable in time variable and have VMO (vanishing mean oscillation) or small BMO (bounded mean oscillation) with respect to space variables, and lower order coefficients are allowed to be unbounded and to blow up near the boundary. Our BMO condition is slightly relaxed than the others in the literature.

Computational Theory and MathematicsComputer Science
13
Preprint|2 citations·2011
A W^n_2 -Theory of Stochastic Parabolic Partial Differential Systems on C^1 -domains
Kyeong-Hun Kim, Kijung Lee
arXiv (Cornell University)OA

In this article we present a $W^n_2$-theory of stochastic parabolic partial differential systems. In particular, we focus on non-divergent type. The space domains we consider are $\bR^d$, $\bR^d_+$ and eventually general bounded $C^1$-domains $\mathcal{O}$. By the nature of stochastic parabolic equations we need weighted Sobolev spaces to prove the existence and the uniqueness. In our choice of spaces we allow the derivatives of the solution to blow up near the boundary and moreover the coeffici

FinanceEconomics, Econometrics and Finance
14
Article|2 citations·2023
A sharp L-regularity result for second-order stochastic partial differential equations with unbounded and fully degenerate leading coefficients
Ildoo Kim, Kyeong-Hun Kim
SJR Q1Journal of Differential Equations
FinanceEconomics, Econometrics and Finance
15
Article|2 citations·2022
Sobolev space theory and Hölder estimates for the stochastic partial differential equations on conic and polygonal domains
Kyeong-Hun Kim, Kijung Lee, Jinsol Seo
SJR Q1Journal of Differential Equations
Computational Theory and MathematicsComputer Science

Research Areas

Applied MathematicsFinanceModeling and SimulationComputational Theory and MathematicsMathematical PhysicsInformation Systems

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