People
Hyperautomation Artificial Intelligence
2M.S. Alumni
February 2022
A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search
Statistical Model Verification and Validation for Digital Twin
hyeonchan523@gmail.com
Ph.D. Student in HAI Lab
Deep Learning-based Domain Adaptation Method for Identifying Peripheral Arterial Disease Locations under Various Severity Levels
Prognostics and Health Management for Humans
dldlscks12@gmail.com
SAMSUNG Electronics
August 2021
A Diagnosis Framework for the Robotic Arm Joint with Strain Wave Gearing based on Ordinal Pattern Analysis
Prognostics and Health Management
dkeaster92@snu.ac.kr
February 2021
Deep Neural Network based Disease Severity Regression for Diagnosis of Abdominal Aortic Aneurysm
PHM Based on Sensor Fusion
yelloweel@naver.com
Deep Learning Approach for Motor Diagnosis Using Bayesian Based Class Weight Optimization
Prognostics and Health Management for Motors
tkwk306@snu.ac.kr
MakinaRocks Inc.
Study of Interpretable AI based Bearing Fault Frequency Estimation Utilizing Generated Signal
Prognostics and Health Management for a Rolling Element Bearing System
cjh0279whdgus@naver.com
Hyundai Motors
August 2020
Motion-Adaptive Few-Shot Fault Detection Method of Industrial Robot Gearboxes via Residual Convolutional Neural Network
Prognostics and Health Management for Industrial Robots
oyt9306@gmail.com
Ph.D. Student at Seoul National University
Homepage
A Weighted Residual Rényi Information (WRRI) for Detecting Fault Feature of Motor and Gearbox in Linear Time-Frequency Representation
mbyun1420@gmail.com
February 2020
An Automated Interpretable Deep Learning (AutoIDL) Framework Development for Prognostics and Health Management (PHM)
Prognostics and Health Management for a Journal Bearing System
hyeonbae.kong@riiid.co
Riiid! Inc.
Estimated Disturbance Decomposition Based Fault Detection for Inter-Turn Short-Circuit Fault in PMSM
ahn0718@snu.ac.kr
School of Law at Seoul National University
August 2019
Minimization of Multi-Axis Interference for Fault Detection of Industrial Robots Based on Blind Sources Separation
Prognostics and Health Management for Gearboxes in Industrial Robots
haoyuan951108@hotmail.com
Huawei Device Co., Ltd.
February 2019
Deep Learning Based Acoustic Fault Severity Estimation
darkenir@snu.ac.kr
ReLU Games Inc.
August 2018
Defective Motor Classification with Acoustic Signal Using Convolutional Neural Network
Prognostics and Health Management for Defective Motor
dongki2.lee@lge.com
LG Electronics
February 2018
Bearing Incipient Fault Detection, Diagnosis, and Unsupervised Prognosis with Failure Thresholding
jbj0418@gmail.com
Senior Data Scientist at Coupang
August 2017
Quantitative Performance Evaluation of a Knock Sensor for Vibration-Based Fault Diagnosis in a Planetary Gearbox
Prognostics and Health Management for Construction Equipment
dataknowseverything@gmail.com
HD Hyundai Xitesolution
August 2016
A New Calibration Metric - Probability Residual (PR) and Its Validation Practice for Rotor Dynamics Model of a Journal Bearing Rotor System
Statistical Model Verification and Validation for a Journal Bearing System
