Hansu Kim

Assistant Professor

Gachon University

South Korea

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About

Dr. Hansu Kim is an Assistant Professor at Gachon University in South Korea. His research areas include deep neural network training, additive manufacturing, and optimization techniques for engineering applications. He has published recent articles focused on enhancing generalization performance, topology-optimized structures, and robust design optimizations in complex systems.

Articles (7)

Year:

2025

Year:

2024

Year:

2022

Year:

2022

Year:

2021

Year:

2020

Year:

2020

Collaborators (3)

Kihan Kwon

Professor

Honam University

SOUTH KOREA

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Il Yong Kim

Professor

Queen's University

CANADA

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Tae Hee Lee

Professor

Hanyang University

SOUTH KOREA

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Hansu Kim

Research Interests

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Articles (7)

Projected variable three-term conjugate gradient algorithm for enhancing generalization performance in deep neural network training

3D decomposition optimization of topology-optimized structures considering a build volume constraint for additive manufacturing

Scenario-based multidisciplinary optimization for a new accelerated life testing of electric traction motor and inverter system

Design-target-based optimization using input variable selection and penalty-Lagrange multiplier for high-dimensional design problems

A robust elastic net via bootstrap method under sampling uncertainty for significance analysis of high-dimensional design problems

Multi-objective optimisation of hydro-pneumatic suspension with gas–oil emulsion for heavy-duty vehicles

Robust design optimisation of adaptive cruise controller considering uncertainties of vehicle parameters and occupants

Collaborators (3)

Kihan Kwon

Il Yong Kim

Tae Hee Lee

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