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Hayong Shin

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor Hayong Shin's research lab specializes in advanced simulation, optimization, and modeling techniques for complex systems, with a strong focus on manufacturing systems, computational fluid dynamics (CFD), and agent-based modeling. The lab develops innovative dispatching and scheduling algorithms—particularly predictive and learning-based approaches—for semiconductor fabrication (fab) and re-entrant flow shops, aiming to enhance efficiency and adaptability. It also explores hybrid grid generation for accurate viscous flow simulations and contributes to combat modeling and synthetic population generation using statistical and computational methods.

manufacturing schedulingpredictive dispatchingagent-based modelingcomputational fluid dynamicshybrid grid generation

Research Overview

Papers
120
Total Citations
1,181
Papers (5y)
20
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
20total
2021
2022
2024
2025
2026
Citations per year (5y)
105total
20212022202420252026

Selected Papers

15
1
Article|47 citations·2006
Elliptic Gabriel graph for finding neighbors in a point set and its application to normal vector estimation
Joon C. Park, Hayong Shin, Byoung K. Choi
SJR Q1Computer-Aided Design
Computational MechanicsEngineering
2
Article|26 citations·2016
3D freehand ultrasound reconstruction using a piecewise smooth Markov random field
H. Moon, Geonhwan Ju, Seyoun Park, Hayong Shin
SJR Q1Computer Vision and Image Understanding
Computer Vision and Pattern RecognitionComputer Science
3
Article|23 citations·2021
Predictive vehicle dispatching method for overhead hoist transport systems in semiconductor fabs
Jiansong Wan, Hayong Shin
SJR Q1International Journal of Production Research

We propose to use information regarding the fab's future state for Overhead Hoist Transport (OHT) dispatching, which is named as ‘predictive dispatching’ in this paper. Unlike conventional dispatching methods, two kinds of information are additionally considered in our proposed methods: the expected arrival time of jobs in the near future and the time needed for occupied vehicles to become idle. We firstly develop Basic Predictive Dispatching (BPD) under the assumption that job arrival time pred

Industrial and Manufacturing EngineeringEngineering
4
Article|21 citations·2016
Copula-Based Approach to Synthetic Population Generation
Byungduk Jeong, Won Joon Lee, Deok‐Soo Kim, Hayong Shin
SJR Q1PLoS ONEOA

Generating synthetic baseline populations is a fundamental step of agent-based modeling and simulation, which is growing fast in a wide range of socio-economic areas including transportation planning research. Traditionally, in many commercial and non-commercial microsimulation systems, the iterative proportional fitting (IPF) procedure has been used for creating the joint distribution of individuals when combining a reference joint distribution with target marginal distributions. Although IPF i

TransportationSocial Sciences
5
Article|19 citations·2012
Hybrid grid generation for viscous flow analysis
Seyoun Park, Byungduk Jeong, Jin Gyu Lee, Hayong Shin
SJR Q1International Journal for Numerical Methods in Fluids

SUMMARY Cartesian grid with cut‐cell method has drawn attention of CFD researchers owing to its simplicity. However, it suffers from the accuracy near the boundary of objects especially when applied to viscous flow analysis. Hybrid grid consisting of Cartesian grid in the background, body‐fitted layer near the object, and transition layer connecting the two is an interesting alternative. In this paper, we propose a robust method to generate hybrid grid in two‐dimensional (2D) and three‐dimension

Computer Graphics and Computer-Aided DesignComputer Science
6
Article|18 citations·2022
Modeling impact fracture in a quasi-brittle solids using a 3D nonlocal graph-based finite element analysis: Theory, finite element simulations, and experimental verification
Hayong Shin, P. Thamburaja, Arun R. Srinivasa, J. N. Reddy
SJR Q1Journal of the Mechanics and Physics of Solids
Mechanics of MaterialsEngineering
7
Article|17 citations·2002
An integrated CAPP/CAM system for stamping die pattern machining
Hayong Shin, Gustav J. Olling, Yun‐Chan Chung, Bo H. Kim, Su K. Cho
SJR Q1Computer-Aided Design
Industrial and Manufacturing EngineeringEngineering
8
Article|16 citations·2015
Combining volumetric dental CT and optical scan data for teeth modeling
Wonhyung Jung, Seyoun Park, Hayong Shin
SJR Q1Computer-Aided Design
Computer Vision and Pattern RecognitionComputer Science
9
Article|15 citations·2004
Direct Slicing of a Point Set Model for Rapid Prototyping
Hayong Shin, Seyoun Park, Eonjin Park
Computer-Aided Design and Applications

Computer-Aided Design and Applications is an international journal on the applications of CAD and CAM. It publishes papers in the general domain of CAD plus in emerging fields like bio-CAD, nano-CAD, soft-CAD, garment-CAD, PLM, PDM, CAD data mining, CAD and the internet, CAD education, genetic algorithms and CAD engines. The journal is aimed at all developers and users of CAD technology to ptovide CAD solutions for various stages of design and manufacturing. The journal publishes all about Compu

Computational MechanicsEngineering
10
Article|14 citations·2017
An efficient approximate solution for stochastic Lanchester models
Dong‐Hyun Kim, H. Moon, Donghyun Park, Hayong Shin
SJR Q1Journal of the Operational Research Society

Combat modeling is one of the essential topics for military decision making. The Lanchester equation is a classic method for modeling warfare, and many variations have extended its limitations and relaxed its assumptions. As a model becomes more complex, solving it analytically becomes intractable or computationally expensive. Hence, we propose two approximation methods: moment-matching scheme and a supporting method called battle-end approximation. These methods give an approximate solution in

Aerospace EngineeringEngineering
11
Article|14 citations·2021
Learning per-machine linear dispatching rule for heterogeneous multi-machines control
Namyong Kim, Stephane Barde, Kiwook Bae, Hayong Shin
SJR Q1International Journal of Production Research

This paper proposes a per-machine linear dispatching rule learning approach to improve the scheduling of re-entrant flow shop such as semiconductor fab. Finding an optimal schedule of a complex manufacturing system is intractable; hence, a dispatching rule as a heuristic approach is widely used in actual practice. Also, to develop a good dispatching rule, an automated methodology for developing heuristics, also known as a hyper-heuristic, has been studied extensively. However, most of the litera

Industrial and Manufacturing EngineeringEngineering
12
Article|12 citations·2022
On simulating impact fracture in high-strength concrete using GraFEA
Hayong Shin, P. Thamburaja, Arun R. Srinivasa, J. N. Reddy
SJR Q1Extreme Mechanics Letters
Building and ConstructionEngineering
13
Article|11 citations·2012
Efficient generation of adaptive Cartesian mesh for computational fluid dynamics using GPU
Seyoun Park, Hayong Shin
SJR Q1International Journal for Numerical Methods in Fluids

SUMMARY Mesh generation has been frequently the most time consuming step in typical CFD analysis studies. In the past two decades, adaptive Cartesian mesh methods have gained increasing popularity among CFD researches, mainly because of its simplicity and the possibility of automating mesh generation step. In contrast to body‐fitted mesh, cells in Cartesian mesh are aligned with coordinate axes. In adaptive Cartesian mesh, cells near the objects’ boundary are recursively refined using quad‐tree

Computer Graphics and Computer-Aided DesignComputer Science
14
Article|9 citations·2017
Some properties of nonlinear Lanchester equations with an application in military
Dong‐Hyun Kim, H. Moon, Hayong Shin
SJR Q2Journal of Statistical Computation and Simulation

There have been many research literature on traditional direct fire combat modelling. Recently, network centric warfare (NCW) is an active research topic, in which information plays more important role than in the traditional warfare. It can be easily agreed that the use of information affects the combat results greatly. However, it is not straightforward to measure the effect of the information, thus decision making involving the impact of information during combat is a non-trivial task. In thi

Aerospace EngineeringEngineering
15
Book Chapter|9 citations·2003
Directional Offset of a Spatial Curve for Practical Engineering Design
Hayong Shin, Seock K. Yoo, Su K. Cho, Won H. Chung
SJR Q2Lecture notes in computer science
Computational MechanicsEngineering

Research Areas

Computational MechanicsComputer Graphics and Computer-Aided DesignIndustrial and Manufacturing EngineeringArtificial IntelligenceMechanics of MaterialsSafety, Risk, Reliability and Quality

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