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LEE, SEUNGCHUL(이승철) scopus
Department
Dept of Mechanical Engineering(기계공학과)
Major(s)
Physics-informed Neural Networks ; Smart Manufacturing ; Acoustics ; 물리지식 기반 인공지능 ; 스마트 제조 ; 음향

Co-researchers

    Keyword

    Publication & Time Cited Count (For the Last 5 years)

    Results 1-20 of 33 (Search time: 0.002 seconds).
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    Conference
    3D photoacoustic computed tomography enhanced by 3D progressive U-shaped enhancement network (3D-pU-net)

    Photonics west 2023, 2023-01-31

    Conference
    Deep Learning Enables Accelerated Optical Coherence Tomography Angiography

    International Society for Optics and Photonics Photonics West 2022, 2022-01-27

    Conference
    A Novel Interpretable and Generalized Learning Method for Bearing Fault Diagnosis

    Asia Pacific Conference of the Prognostics and Health Management Society 2021, 2021-09-08

    Conference
    A Novel Physics-Infused Recurrent Neural Network for Health Monitoring of Lithium-Ion Batteries

    Asia Pacific Conference of the Prognostics and Health Management Society 2021, 2021-09-08

    Conference
    Point-level Deep Learning Approach for 3D Sound Source Localization in Spherical Microphone Array

    Asia Pacific Conference of the Prognostics and Health Management Society 2021, 2021-09-08

    Conference
    Deep Learning-based Bearing Health Indicator Construction for Better RUL Prediction

    Asia Pacific Conference of the Prognostics and Health Management Society 2021, 2021-09-08

    Conference
    Deep Learning-based Health Indicator for Better Bearing RUL Prediction

    50th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2021, 2021-08-01

    Conference
    Generative Adversarial Neural Network for Unsupervised Bearing Fault Detection

    50th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2021, 2021-08-01

    Conference
    Deep Learning-enhanced Single Point Sound Source Localization for Spherical Microphone Array

    50th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2021, 2021-08-01

    Conference
    Background Noise Removal Technique using Deep Learning Segmentation Network without Segmentation Map

    50th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2021, 2021-08-01

    Conference
    Detection of process variation in a cold forging process through smart manufacturing

    International Symposium on Precision Engineering and Sustainable Manufacturing (PRESM2020), 2020-11-15

    Conference
    Acoustic Source Localization for a Single Point Source using Convolutional Neural Network and Weighted Frequency Loss

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    Frequency-driven Convolutional Neural Network for Enhancing Noise-robustness of Bearing Fault Detection

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    An Overview of Deep Learning Techniques for Fault Detection using Vibration Signal

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    Attention-Based LSTM Network for Unknown Road Input Estimation and Sensor Selection for Applications in Vehicle Suspension Control

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    New Way of Detecting Vibration of Mechanical Systems by Explainable Deep Learning

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    Artificial Intelligence Approach for Detecting Pathological Voice

    49th International Congress and Exposition on Noise Control Engineering: Inter-Noise 2020, 2020-08-23

    Conference
    Remote machine mode detection in cold forging using vibration signal

    48th North American Manufacturing Research Conference, 2020-06-22

    Conference
    Classification of the Steel Surface Defects via Machine Learning and Deep Learning

    5th International Conference on Materials and Reliability, 2019-11-27

    Conference
    A Convolutional Neural Network Algorithm with Class Activation Map for Detection of Various Lesions during Small Bowel Capsule Endoscopy

    UEG Week 2019, 2019-10-21

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