Seung-Kyum Choi

Seung-Kyum Choi

Georgia Institute of Technology

H-index: 23

North America-United States

About Seung-Kyum Choi

Seung-Kyum Choi, With an exceptional h-index of 23 and a recent h-index of 20 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Reliability Engineering, Uncertainty, Risk Assessment, Engineering Design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data

Cross-Domain Health Conditions Identification Based on Joint Distribution Modeling of Fused Prototypes

3D printed biomimetic metamaterials with graded porosity and tapering topology for improved cell seeding and bone regeneration

Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect

Optimal design of thermo-compression bonder via ANN-based surrogate modeling under uncertainty

A data-driven adaptive algorithm and decision support design of multisensory information fusion for prognostics and health management applications

Sustainable 3D printing with recycled materials: a review

Intelligent Fault Diagnosis of Robotic Strain Wave Gear Reducer Using Area-Metric-Based Sampling

Seung-Kyum Choi Information

University

Position

Associate Professor of Mechanical Engineering

Citations(all)

3235

Citations(since 2020)

1820

Cited By

2106

hIndex(all)

23

hIndex(since 2020)

20

i10Index(all)

40

i10Index(since 2020)

32

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Seung-Kyum Choi Skills & Research Interests

Reliability Engineering

Uncertainty

Risk Assessment

Engineering Design

Top articles of Seung-Kyum Choi

Title

Journal

Author(s)

Publication Date

Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data

Journal of Intelligent Manufacturing

Hyunmin Park

Yun Seok Kang

Seung-Kyum Choi

Hyung Wook Park

2024/4/23

Cross-Domain Health Conditions Identification Based on Joint Distribution Modeling of Fused Prototypes

Tingli Xie

Xufeng Huang

Seung-Kyum Choi

2023/8/20

3D printed biomimetic metamaterials with graded porosity and tapering topology for improved cell seeding and bone regeneration

Bioactive Materials

Lei Zhang

Bingjin Wang

Bo Song

Yonggang Yao

Seung-Kyum Choi

...

2023/7/1

Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect

Journal of Computing and Information Science in Engineering

Tingli Xie

Xufeng Huang

Seung-Kyum Choi

2023/6/1

Optimal design of thermo-compression bonder via ANN-based surrogate modeling under uncertainty

Journal of Engineering Design

Sungkun Hwang

Sang Won Lee

Hae-Jin Choi

Seung-Kyum Choi

2023/3/4

A data-driven adaptive algorithm and decision support design of multisensory information fusion for prognostics and health management applications

Journal of Engineering Design

Tingli Xie

Xufeng Huang

Hyung Wook Park

Heung Soo Kim

Seung-Kyum Choi

2023/2/1

Sustainable 3D printing with recycled materials: a review

Shivani Lodha

Bo Song

Sang-In Park

Hae-Jin Choi

Sang Won Lee

...

2023/11

Intelligent Fault Diagnosis of Robotic Strain Wave Gear Reducer Using Area-Metric-Based Sampling

Mathematics

Yeong Rim Noh

Salman Khalid

Heung Soo Kim

Seung-Kyum Choi

2023/9/26

Information Fusion-Based Meta-Learning for Few-Shot Fault Diagnosis Under Different Working Conditions

Tingli Xie

Xufeng Huang

Seung-Kyum Choi

2022/8/14

Highlights of CIE 2021

Journal of Computing and Information Science in Engineering

Marina Carulli

Seung-Kyum Choi

Tsz Ho Kwok

Yan Lu

Mahesh Mani

...

2022/6/1

Method for adjusting mechanical properties of implant and patient specific surgical implants

2022/5/19

Anisotropy-inspired, simulation-guided design and 3D printing of microlattice metamaterials with tailored mechanical-transport performances

Composites Part B: Engineering

Lei Zhang

Bo Song

Seung-Kyum Choi

Yonggang Yao

Yusheng Shi

2022/5/1

A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data

Advanced Engineering Informatics

Lili Zhang

Yuda Wu

Ping Jiang

Seung-Kyum Choi

Qi Zhou

2022/1/1

Journal of Computing and Information Science in Engineering

Journal of Computing and Information Science in Engineering

Yan Wang

Gaurav Ameta

Stephen Baek

Linkan Bian

Matthew I Campbell

...

2022/12

Multi-Sensor Data Fusion for Rotating Machinery Fault Diagnosis Using Residual Convolutional Neural Network

Reliability Engineering & System Safety

Junchao Guo

Qingbo He

Dong Zhen

Fengshou Gu

Andrew D Ball

2023/2/1

Intelligent mechanical fault diagnosis using multisensor fusion and convolution neural network

IEEE Transactions on Industrial Informatics

Tingli Xie

Xufeng Huang

Seung-Kyum Choi

2021/8/4

Multi-fidelity surrogate model-assisted fatigue analysis of welded joints

Structural and multidisciplinary optimization

Lili Zhang

Seung-Kyum Choi

Tingli Xie

Ping Jiang

Jiexiang Hu

...

2021/6

A topology strategy to reduce stress shielding of additively manufactured porous metallic biomaterials

International Journal of Mechanical Sciences

Lei Zhang

Bo Song

Seung-Kyum Choi

Yusheng Shi

2021/5/1

A model validation framework based on parameter calibration under aleatory and epistemic uncertainty

Structural and Multidisciplinary Optimization

Jiexiang Hu

Qi Zhou

Austin McKeand

Tingli Xie

Seung-Kyum Choi

2021/2

Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems

Knowledge-Based Systems

Sungkun Hwang

Seung-Kyum Choi

2021/11/28

See List of Professors in Seung-Kyum Choi University(Georgia Institute of Technology)