Yong Chae Kim

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Seoul National University

South Korea

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Recent Grants

Grant: Close

Domain Knowledge Embedded Artificial Intelligence Based Data Drift Management for Fault Diagnosis of Rotating Machinery

Open Date: 2024-09-01

Close Date: 2026-08-01

Grant: Close

Kwanjeong Educational Foundational Scholarship

Open Date: 2022-03-01

Close Date: 2024-02-01

Grant: Close

SNU - Fellowship scholarship as the 4th BK21 Outstanding Graduate Student

Open Date: 2022-03-01

Close Date: 2023-02-01

Grant: Close

National Graduate Science & Technology Scholarship

Open Date: 2016-03-01

Close Date: 2022-02-01

Articles (6)

Year:

2025

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Collaborators (1)

Byeng D. Youn

Seoul National University

SOUTH KOREA

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Yong Chae Kim

Research Interests

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Recent Grants

Articles (6)

Deep learning-based cross-domain tacholess instantaneous speed estimation of rotating machinery with a selective multi-order frequency

Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing

Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance

Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem

Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths

Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill

Collaborators (1)

Byeng D. Youn

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