Skip to main content

김경훈 교수

Kyeong-Hun Kim

고려대학교 수학과 · 수학

연구실 소개

김경훈 교수의 연구실은 분수계수 편미분방정식과 확률적 편미분방정식의 정수론적 이론을 중심으로, 가중된 소볼레프 공간에서의 존재성과 유일성 문제를 깊이 있게 다룹니다. 특히, 계수나 경계에서의 불연속성, 발산, 강한 진동을 허용하는 비정규성 문제에 대한 이론적 기반을 구축하며, 분수계 미분·적분 연산자와 레비 과정을 포함한 일반적인 외란 항을 다루는 확률적 해석 이론을 발전시킵니다. 이와 더불어, 고차원 도메인과 경계 근처에서의 해의 행동 분석을 통해 수학적 물리 모델링의 정밀도를 높이는 데 기여하고 있습니다.

분수계 편미분방정식가중 소볼레프 공간확률적 편미분방정식비정규 계수경계 근처 해의 행동

연구 현황

논문 수
78
총 인용 수
324
최근 5년 논문
25
주요 분야
수학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
25총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
167총합
20212022202320242025

주요 논문

15
1
논문|인용수 125·2022
AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis
Kyeong-Hun Kim, Sanghyun Park
SJR Q1Information Fusion
Artificial IntelligenceComputer Science
2
논문|인용수 23·2014
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|인용수 16·2015
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
논문|인용수 9·2022
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
논문|인용수 6·2022
Aobert: All-Modalities-In One Bert for Multimodal Sentiment Analysis
Kyeong-Hun Kim, Sanghyun Park
SSRN Electronic JournalOA
Artificial IntelligenceComputer Science
6
논문|인용수 5
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|인용수 5·2012
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|인용수 4·2011
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
논문|인용수 4·2023
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
논문|인용수 3·2008
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
논문|인용수 2·2024
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|인용수 2·2012
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|인용수 2·2011
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
논문|인용수 2·2023
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
논문|인용수 2·2022
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

대표 연구 분야

Applied MathematicsFinanceModeling and SimulationComputational Theory and MathematicsMathematical PhysicsInformation Systems

김경훈 교수의 연구를 Nubint에서 더 깊이 살펴보세요

이 연구실의 논문을 앱에서 열어 AI와 함께 읽고, 핵심을 요약하고, 내 글에 인용하세요.