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김혜현 교수

Hyea Hyun Kim

경희대학교 응용수학과 · 공학

연구실 소개

김혜현 교수의 연구실은 유한요소법과 도메인 분할 방법을 기반으로 한 고성능 수치해석 기법을 개발하고 있으며, 특히 불연속 계수, 고대비 물성, 비일관격자 등 복잡한 물리적 조건을 갖는 문제에 대한 안정적이고 스케일러블한 해법을 연구하고 있습니다. 주요 연구는 스토크스 유체역학 문제와 탄성문제에 대한 스태거드 디스컨티uous 갈레르킨 방법, FETI-DP 및 BDDC 알고리즘을 활용한 조인트 조건 유지 기반의 병렬 수치해법입니다. 이는 수치적 안정성과 계산 효율성을 동시에 확보하는 데 초점을 맞추고 있습니다.

도메인 분할FETI-DPBDDC모르타르 유한요소스케일러블 알고리즘

연구 현황

논문 수
75
총 인용 수
765
최근 5년 논문
16
주요 분야
공학

연구 성과 추이

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

5개년 연도별 논문 게재 수
16총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
21총합
20222023202420252026

주요 논문

15
1
논문|인용수 67·2013
A Staggered Discontinuous Galerkin Method for the Stokes System
Hyea Hyun Kim, Eric T. Chung, Chak Shing Lee
SJR Q1SIAM Journal on Numerical Analysis

Discontinuous Galerkin (DG) methods are a class of efficient tools for solving fluid flow problems. There are in the literature many greatly successful DG methods. In this paper, a new staggered DG method for the Stokes system is developed and analyzed. The key feature of our method is that the discrete system preserves the structures of the continuous problem, which results from the use of our new staggered DG spaces. This also provides local and global conservation properties, which are desira

Computational MechanicsEngineering
2
논문|인용수 50·2017
BDDC and FETI-DP preconditioners with adaptive coarse spaces for three-dimensional elliptic problems with oscillatory and high contrast coefficients
Hyea Hyun Kim, Eric T. Chung, Junxian Wang
SJR Q1Journal of Computational PhysicsOA
Computational MechanicsEngineering
3
논문|인용수 49·2015
A BDDC Algorithm with Enriched Coarse Spaces for Two-Dimensional Elliptic Problems with Oscillatory and High Contrast Coefficients
Hyea Hyun Kim, Eric T. Chung
SJR Q1Multiscale Modeling and Simulation

A balancing domain decomposition by constraints (BDDC) algorithm with enriched coarse spaces is developed and analyzed for two-dimensional elliptic problems with oscillatory and high contrast coefficients. To obtain a robust algorithm based on the classical BDDC framework for conforming finite element methods, a set of enriched primal unknowns is constructed. The enriched component of the primal unknowns is chosen to reflect the local structures of the coefficient by solving two types of general

Computational MechanicsEngineering
4
논문|인용수 35·2010
A FETI-DP Formulation for the Stokes Problem without Primal Pressure Components
Hyea Hyun Kim, Chang-Ock Lee, Eun‐Hee Park
SJR Q1SIAM Journal on Numerical Analysis

A scalable FETI-DP (dual-primal finite element tearing and interconnecting) algorithm for the Stokes problem that employs a lumped preconditioner is developed and analyzed. A pair of inf-sup stable velocity and pressure finite element spaces is used to obtain a discrete problem. Differently from previous approaches, no primal pressure unknowns are selected and only velocity primal unknowns at subdomain corners are selected. This leads to a symmetric and positive definite coarse problem matrix in

Computational MechanicsEngineering
5
논문|인용수 30·2005
A Preconditioner for the FETI-DP Formulation with Mortar Methods in Two Dimensions
Hyea Hyun Kim, Chang-Ock Lee
SJR Q1SIAM Journal on Numerical Analysis

In this paper, we consider a dual-primal FETI (FETI-DP) method for elliptic problems on nonmatching grids. The FETI-DP method is a domain decomposition method that uses Lagrange multipliers to match solutions continuously across subdomain boundaries in the sense of dual-primal variables. We use the mortar matching condition as the continuity constraints for the FETI-DP formulation. We construct a preconditioner for the FETI-DP operator and show that the condition number of the preconditioned FET

Computational MechanicsEngineering
6
논문|인용수 25·2008
A BDDC Method for Mortar Discretizations Using a Transformation of Basis
Hyea Hyun Kim, Maksymilian Dryja, Olof B. Widlund
SJR Q1SIAM Journal on Numerical Analysis

A BDDC (balancing domain decomposition by constraints) method is developed for elliptic equations, with discontinuous coefficients, discretized by mortar finite element methods for geometrically nonconforming partitions in both two and three space dimensions. The coarse component of the preconditioner is defined in terms of one mortar constraint for each edge/face, which is the intersection of the boundaries of a pair of subdomains. A condition number bound of the form $C\max_i\{(1+\log(H_i/h_i)

Computational MechanicsEngineering
7
논문|인용수 25·2008
A FETI-DP Formulation of Three Dimensional Elasticity Problems with Mortar Discretization
Hyea Hyun Kim
SJR Q1SIAM Journal on Numerical Analysis

In this paper, a FETI-DP formulation for three dimensional elasticity on nonmatching grids over geometrically nonconforming subdomain partitions is considered. To resolve the nonconformity of the finite elements, a mortar matching condition is imposed on the subdomain interfaces (faces). A FETI-DP algorithm is then built by enforcing the mortar matching condition in dual and primal ways. In order to make the FETI-DP algorithm scalable, a set of primal constraints, which include average and momen

Computational MechanicsEngineering
8
논문|인용수 22·2009
A Three-Level BDDC Algorithm for Mortar Discretizations
Hyea Hyun Kim, Xuemin Tu
SJR Q1SIAM Journal on Numerical AnalysisOA

In this paper, a three-level balancing domain decomposition by constraints (BDDC) algorithm is developed for the solutions of large sparse algebraic linear systems arising from the mortar discretization of elliptic boundary value problems. The mortar discretization is considered on geometrically nonconforming subdomain partitions. In two-level BDDC algorithms, the coarse problem needs to be solved exactly. However, its size will increase with the increase of the number of the subdomains. To over

Computational MechanicsEngineering
9
논문|인용수 20·2006
A Neumann--Dirichlet Preconditioner for a FETI-DP Formulation of the Two-Dimensional Stokes Problem with Mortar Methods
Hyea Hyun Kim, Chang-Ock Lee
SJR Q1SIAM Journal on Scientific Computing

A FETI-DP (dual-primal finite element tearing and interconnecting) formulation for the two-dimensional Stokes problem with mortar methods is considered. Separate sets of unknowns are used for velocity on interfaces, and the mortar constraints are enforced on the velocity unknowns by Lagrange multipliers. Average constraints on edges are further introduced as primal constraints to solvethe Stokes problem correctly and to obtain a scalable FETI-DP algorithm. A Neumann--Dirichlet preconditioner is

Computational MechanicsEngineering
10
논문|인용수 18·2008
A BDDC Algorithm for Mortar Discretization of Elasticity Problems
Hyea Hyun Kim
SJR Q1SIAM Journal on Numerical Analysis

A balancing domain decomposition by constraints (BDDC) algorithm is developed for compressible elasticity problems in three dimensions with mortar discretization on geometrically nonconforming subdomain partitions. Material parameters of the elasticity problems may have jump across the subdomain interface. Coarse basis functions in the BDDC algorithm are constructed from primal constraints on faces, which are similar to the average matching condition and the moment matching condition considered

Computational MechanicsEngineering
11
논문|인용수 17·2010
A FETI–DP Formulation for the Three-Dimensional Stokes Problem without Primal Pressure Unknowns
Hyea Hyun Kim, Chang-Ock Lee
SJR Q1SIAM Journal on Scientific Computing

A FETI–DP (dual-primal finite element tearing and interconnecting) algorithm for the three-dimensional Stokes problem is developed and analyzed. This is an extension of the previous work for the two-dimensional problem in [H. H. Kim, C.-O. Lee, and E.-H. Park, SIAM J. Numer. Anal., 47 (2010), pp. 4142–4162]. Advantages of this approach are the coarse problem without primal pressure unknowns and the use of a computationally cheap lumped preconditioner. Especially in three dimensions, these advant

Computational MechanicsEngineering
12
논문|인용수 17·2013
A deluxe FETI‐DP algorithm for a hybrid staggered discontinuous Galerkin method for H(curl)‐elliptic problems
Eric T. Chung, Hyea Hyun Kim
SJR Q1International Journal for Numerical Methods in Engineering

SUMMARY Convergence theories and a deluxe dual and primal finite element tearing and interconnecting algorithm are developed for a hybrid staggered DG finite element approximation of H(curl) elliptic problems in two dimensions. In addition to the advantages of staggered DG methods, the basis functions of the new hybrid staggered DG method are all locally supported in the triangular elements, and a Lagrange multiplier approach is applied to enforce the global connections of these basis functions.

Computational MechanicsEngineering
13
논문|인용수 15·2014
A BDDC algorithm for a class of staggered discontinuous Galerkin methods
Hyea Hyun Kim, Eric T. Chung, Chak Shing Lee
SJR Q1Computers & Mathematics with Applications
Computational MechanicsEngineering
14
논문|인용수 14·2006
Two‐Level Schwarz Algorithms with Overlapping Subregions for Mortar Finite Elements
Hyea Hyun Kim, Olof B. Widlund
SJR Q1SIAM Journal on Numerical Analysis

Preconditioned conjugate gradient methods based on two‐level overlapping Schwarz methods often perform quite well. Such a preconditioner combines a coarse space solver with local components which are defined in terms of subregions that form an overlapping covering of the region on which the elliptic problem is defined. Precise bounds on the rate of convergence of such iterative methods have previously been obtained in the case of conforming lower order and spectral finite elements as well as in

Computational MechanicsEngineering
15
논문|인용수 13·2016
Mortar formulation for a class of staggered discontinuous Galerkin methods
Hyea Hyun Kim, Eric T. Chung, Chi Yeung Lam
SJR Q1Computers & Mathematics with Applications
Computational MechanicsEngineering

대표 연구 분야

Computational MechanicsComputational Theory and MathematicsStatistical and Nonlinear PhysicsElectrical and Electronic EngineeringArtificial IntelligenceMechanics of Materials

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