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Showing results 1 to 20 of 50

1 Article A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine Choi, Woosung ; Youn, Byeng D. ; Oh, Hyunseok ; et al 2019-04
2 Article A hybrid fault diagnostic approach using operational transfer path analysis and denoising deep learning with remote sensors: Application to electric vehicles Oh, Jeongmin ; Yoo, Donghwi ; Kim, Chungeon ; et al 2025-04
3 Article A response-adaptive method for design of validation experiments in computational mechanics Jung, Byung C. ; Shin, Yun-Ho ; Lee, Sang Hyuk ; et al 2020-01
4 Article A robust and convex metric for unconstrained optimization in statistical model calibration—probability residual (PR) Oh, Hyunseok ; Choi, Hwanoh ; Jung, Joon Ha ; et al 2019-09
5 Article A Simple but Effective Way to Handle Rotating Machine Fault Diagnosis with Imbalanced-class Data: Repetitive Learning Using an Advanced Domain Adaptation Model Yoo, Donghwi ; Choi, Minseok ; Oh, Hyunseok ; et al 2024-12
6 Thesis A Study on Anomaly Detection Using Normalized Autoencoder for the Rotating Machines Kukhee Lee 2022
7 Thesis A Study on Electric Motor Fault Diagnosis Using Time-Series Imaging and Unsupervised Feature Learning Wonho Jung 2020
8 Thesis A Study on Fault Diagnosis Incrementally Integrating Field Data from the Data-Limited Design Stage Dongmin Lee 2026
9 Thesis A Study on Health Indicator for Machine-Independent Electric Motor Fault Diagnosis Hyuntak Lee 2019
10 Thesis A Study on Health Indicator for Pump Degradation Diagnosis Using Autoencoder with Bayesian Neural Network Changsung Lee 2023
11 Thesis A Study on Machine- and Sensor Location- Independent Fault Diagnosis of Rotating Machines Minseok Choi 2022
12 Thesis A Study on Optimal Sensor Placement for Detecting Rupture in Pipeline System Chungeon Kim 2019
13 Thesis A Study on Robust Optimizer and Artificial Intelligence for Optimal Sensor Placement in Pipeline Systems Chungeon Kim 2024
14 Thesis A Study on Vibration Feature Selection for Fault Diagnostics of Rotating Machines Youngjune Ban 2020
15 Thesis A Time-axis Alignment Framework for Multi-fidelity Data in Remaining Useful Life Prediction Nayeon Kim 2026
16 Article A video-based SlowFastMTB model for detection of small amounts of smoke from incipient forest fires Choi, Minseok ; Kim, Chungeon ; Oh, Hyunseok 2022-04
17 Thesis Accelerating Mode Conversion Simulation for Ultrasonic Wave Using Physics-informed Neural Networks Hanbyeol Lee 2024
18 Thesis Anomaly Detection for Residential HVAC System Using LSTM Autoencoder Hyebin Park 2023
19 Article Bivariate Lifetime Model for Organic Light-Emitting Diodes Kim, Dae Whan ; Oh, Hyunseok ; Youn, Byeng Dong ; et al 2017-03
20 Thesis Class Imbalanced Domain Adaptation for Rolling Element Bearing Fault Diagnosis Donghwi Yoo 2023

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