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Seungjae Min

Hanyang University · Engineering

About the Lab

Professor Seungjae Min's research lab specializes in advanced design optimization and multi-physics simulation for electromechanical systems, with a focus on lightweight and reliable structural design, compliant mechanisms, and electric propulsion systems. The lab develops innovative optimization methodologies—such as adaptive multiobjective optimization, reliability-based design, and topology optimization—to address challenges in stability, performance, and efficiency under uncertainty. Key research directions include the design of hydro-pneumatic suspensions, buckling-resistant lightweight structures, and computationally efficient multi-domain models for electric vehicles. The lab emphasizes practical applicability through integration of thermal, electromagnetic, and mechanical behaviors in system-level simulations.

design optimizationreliability-based designtopology optimizationelectric propulsionmulti-physics simulation

Research Overview

Papers
133
Total Citations
2,211
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
2023
2024
2025
Citations per year (5y)
248total
20212022202320242025

Selected Papers

15
1
Article|137 citations·1999
Optimal topology design of structures under dynamic loads
Seungjae Min, Noboru Kikuchi, Yousung Park, S. Kim, Se-Myong Chang
SJR Q1Structural and Multidisciplinary Optimization
Civil and Structural EngineeringEngineering
2
Article|120 citations·2019
Efficient multi-objective optimization of gear ratios and motor torque distribution for electric vehicles with two-motor and two-speed powertrain system
Kihan Kwon, Minsik Seo, Seungjae Min
SJR Q1Applied Energy
Automotive EngineeringEngineering
3
Article|61 citations·2000
Unified topology design of static and vibrating structures using multiobjective optimization
Seungjae Min, Shinji Nishiwaki, Noboru Kikuchi
SJR Q1Computers & Structures
Civil and Structural EngineeringEngineering
4
Article|54 citations·2019
Multi-objective optimisation of hydro-pneumatic suspension with gas–oil emulsion for heavy-duty vehicles
Kihan Kwon, Minsik Seo, Hansu Kim, Tae Hee Lee, Jongseok Lee, Seungjae Min
SJR Q1Vehicle System Dynamics

In the development of heavy-duty vehicles, the design of hydro-pneumatic suspension (HPS) is important for improving various aspects of vehicle performance, such as comfort and stability. An HPS with gas–oil emulsion is advantageous with respect to cost and design compared to that with a separated chamber, because it shares a chamber with gas and oil. This paper presents an optimisation procedure for obtaining the optimal design of HPS with gas–oil emulsion for heavy-duty vehicles. The HPS model

Civil and Structural EngineeringEngineering
5
Article|45 citations·2021
Multi-objective gear ratio and shifting pattern optimization of multi-speed transmissions for electric vehicles considering variable transmission efficiency
Kihan Kwon, Junhyeong Jo, Seungjae Min
SJR Q1Energy
Electrical and Electronic EngineeringEngineering
6
Article|33 citations·2019
Lightweight design of electric bus roof structure using multi-material topology optimisation
Youngsuk Jung, Sunghoon Lim, Jongmin Kim, Seungjae Min
SJR Q1Structural and Multidisciplinary Optimization
Civil and Structural EngineeringEngineering
7
Article|29 citations·2018
Multiobjective optimization with an adaptive weight determination scheme using the concept of hyperplane
Namhee Ryu, Seungjae Min
SJR Q1International Journal for Numerical Methods in Engineering

Summary Finding an optimum design that satisfies all performances in a design problem is very challenging. To overcome this problem, multiobjective optimization methods have been researched to obtain Pareto optimum solutions. Among the different methods, the weighted sum method is widely used for its convenience. However, since the different weights do not always guarantee evenly distributed solutions on the Pareto front, the weights need to be determined systematically. Therefore, this paper pr

Computational Theory and MathematicsComputer Science
8
Article|25 citations·2021
Multi-objective topology optimization incorporating an adaptive weighed-sum method and a configuration-based clustering scheme
Namhee Ryu, Minsik Seo, Seungjae Min
SJR Q1Computer Methods in Applied Mechanics and Engineering
Civil and Structural EngineeringEngineering
9
Article|23 citations·1999
Optima topology design of structures under dynamic loads
Seungjae Min, Noboru Kikuchi, Y.C. Park, S. Kim, Shih‐Hui Chang
Structural OptimizationOA
Civil and Structural EngineeringEngineering
10
Article|22 citations·2020
Efficient uncertainty quantification for integrated performance of complex vehicle system
Kihan Kwon, Namhee Ryu, Minsik Seo, Shinyu Kim, Tae Hee Lee, Seungjae Min
SJR Q1Mechanical Systems and Signal Processing
Statistics, Probability and UncertaintyDecision Sciences
11
Article|21 citations·2020
Heat flux manipulation by using a single-variable formulated multi-scale topology optimization method
Minsik Seo, Hyogeun Park, Seungjae Min
SJR Q1International Communications in Heat and Mass Transfer
Civil and Structural EngineeringEngineering
12
Article|20 citations·1997
Optimal reinforcement design of structures under the buckling load using the homogenization design method
Seungjae Min, Noboru Kikuchi
SJR Q2STRUCTURAL ENGINEERING AND MECHANICS

The material-based homogenization design method generates arbitrary topologies of initial structural design as well as reinforcement structural design by controlling the amount of material available. However, if a small volume constraint is specified in the design of Lightweight structures, thin and slender structures are usually obtained. For these structures stability becomes one of the most important requirements. Thus, to prevent overall buckling (that is, to increase stability), the objecti

Civil and Structural EngineeringEngineering
13
Article|20 citations·2020
Multi-Objective Optimization of Powertrain Components for Electric Vehicles Using a Two-Stage Analysis Model
Kihan Kwon, Minsik Seo, Seungjae Min
SJR Q2International Journal of Automotive Technology
Automotive EngineeringEngineering
14
Article|19 citations·2023
Graph neural networks and implicit neural representation for near-optimal topology prediction over irregular design domains
Minsik Seo, Seungjae Min
SJR Q1Engineering Applications of Artificial Intelligence
Civil and Structural EngineeringEngineering
15
Article|17 citations·2021
Multi-material topology optimization considering joint stiffness using a two-step filtering approach
Youngsuk Jung, Jaewook Lee, Seungjae Min
SJR Q1Finite Elements in Analysis and Design
Civil and Structural EngineeringEngineering

Research Areas

Civil and Structural EngineeringElectrical and Electronic EngineeringAutomotive EngineeringComputational Theory and MathematicsAerospace EngineeringIndustrial and Manufacturing Engineering

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