Gwangju Institute of Science and Technology

Smart Diagnosis and Design Optimization Laboratory

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International Conference

No. Paper Conference Title Authors Date Presentation
Type
32
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International Symposium on NDT in Aerospace Cantilever Beam Deflection Estimation under Generalized Force Using Neural Network Model C. Kim, H. Oh 2023.11
31
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International Symposium on NDT in Aerospace Localizing Impacts on a Plate Using Domain-Knowledge Guided Neural Networks J. Choi, J. Oh, H. Oh 2023.11
30
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Asia Pacific Conference of the Prognostics and Health Management Expert Knowledge Transfer from CAE Models to CNN Models Using Enhanced Adversarial Domain Adaptation M. Choi, D. Lee, M. Hwang, D. Yoo, and H. Oh 2023.09
29
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Asia Pacific Conference of the Prognostics and Health Management Time Shifting Data Augmentation to Alleviate Class-Imbalance Problem for Cross-Domain Bearing Fault Diagnosis D. Yoo, M. Choi, H. Oh 2023.06
28
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Asia Pacific Conference of the Prognostics and Health Management Deep Learning Approach for Operational Transfer Path Analysis: Case Study of Electric Vehicles J. Oh, D. Yoo, H. Oh, Y. Ryu, K. Lee, D. Sung 2023. 09
27
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World Congress on Structural and Multidisciplinary Optimisation Digital Twin of Rotating Machines for Proactive Maintenance of Plant Facilities D. Lee, H. Oh, C. Kim 2022.06
26
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Asian Congress of Structural and Multidisciplinary Optimization Sensor Network Design for Pipeline Systems by Explainable Artificial Intelligence and Exhaustive Search Approach C. Kim, H. Oh 2022.05
25
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Asia Pacific Conference of the Prognostics and Health Management Accelerated Life Test Design of Solenoid Actuator Using a Mission Profile D. Lee, D. Yoo and H. Oh 2021.09.
24
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Asia Pacific Conference of the Prognostics and Health Management Deep Learning Algorithms for Forest Fire Smoke Detection M. Choi and H. Oh 2021.09.
23
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Asia Pacific Conference of the Prognostics and Health Management Vibration Data Analysis of Rotating Machines for Light-Weighted Field Data Collection Y. Seo, K. Lee, H. Oh 2021.09.
22
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Asia Pacific Conference of the Prognostics and Health Management Distance-based Health Index of Rotating Machines Using Convolutional Autoencoder K. Lee, H. Oh and W. Jung 2021.09.
21
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Asia Pacific Conference of the Prognostics and Health Management Rotor Bore Reliability Evaluation Using a Simple Heat Transfer Analysis D. Lee, C. Kim, H. Oh, M. Hwang and K. Cho 2021.09.
20
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Asia Pacific Conference of the Prognostics and Health Management Pipeline Damage Identification with Explainable Artificial Intelligence C. Kim and H. Oh 2021.09.
19
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European Conference of the Prognostics and Health Management Welding Electrode Condition Monitoring Using Dynamic Resistance Features and Unsupervised Clustering W. Jung and H. Oh 2020.07.
18
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International Conference on Materials and Reliability Detection of Spot Welding Electrode Tips Using CLAHE, Bilateral Filter and Hough Transform W. Jung, H. Oh, D. Yun and Y. Kim 2019.11.
17
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International Conference on Materials and Reliability Optimal Sensor Network Design in the Real-Scale Pipeline System Subjected to Physical and Measurement Uncertainties C. Kim, H. Oh and B. Jeon 2019.11.
16
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International Conference on Materials and Reliability A Review on Existing Feature Selection Metrics for Prognostics M. Hwang, Y. Ban, H. Oh, S. Kim and M. Mo 2019.11.
15
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International Conference on Materials and Reliability Modified Fisher Ratio and Kernel Density Estimation Method for Efficient Feature Selection of Rotating Machine Diagnostics Y. Ban, H. Oh, M. Hwang, S. Kim and M. Mo 2019.11.
14
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International Conference on Materials and Reliability Fatigue Life Estimation of Film Capacitor Assemblies Under Thermal Cycling D. Lee, J. Kim and H. Oh 2019.11.
13
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Asia Pacific Conference of the Prognostics and Health Management Extremely High-Speed BLDC Motor Diagnosis Using Knowledge-based Vibration Features and ResNet-20 W. Jung, Y. Ban, and H. Oh 2019.07.
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