Jongsoo Lee

EmailJLEEJYONSEI.ACKR

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143 Article
5 Conference article
4 Conference contribution
4 Paper
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Classification of battery laser welding defects via enhanced image preprocessing methods and explainable artificial intelligence-based verification
Hwang, S. & Lee, J., 2024 Jul, In: Engineering Applications of Artificial Intelligence. 133, 108311.
Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus)
Diagnosis-based design of electric power steering system considering multiple degradations: Role of designable generative adversarial network anomaly detection
Kim, J., Yang, D. & Lee, J., 2024 Aug 1, In: Journal of Computational Design and Engineering. 11, 4, p. 1-15 15 p.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Citations (Scopus)
Enhancement of virtual data quality using pre-trained Bayesian transfer learning under inaccurate and insufficient measurement data
Lee, J., Heo, J. & Lee, J., 2024 Jan, In: Advanced Engineering Informatics. 59, 102241.
Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus)
Multi-labeled image data-based generative topology optimization of primary mirror with conditional designable generative adversarial network and reinforcement learning
Yang, D. & Lee, J., 2024 Jul, In: Engineering Applications of Artificial Intelligence. 133, 108642.
Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
Predictive performance enhancement via domain-adaptive designable data augmentation and virtual data-based optimization
Lee, H., Yoo, Y. & Lee, J., 2024 Jun, In: Engineering with Computers. 40, 3, p. 1451-1468 18 p.
Research output: Contribution to journal › Article › peer-review

Jongsoo Lee

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Collaborations and top research areas from the last five years

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Classification of battery laser welding defects via enhanced image preprocessing methods and explainable artificial intelligence-based verification

Diagnosis-based design of electric power steering system considering multiple degradations: Role of designable generative adversarial network anomaly detection

Enhancement of virtual data quality using pre-trained Bayesian transfer learning under inaccurate and insufficient measurement data

Multi-labeled image data-based generative topology optimization of primary mirror with conditional designable generative adversarial network and reinforcement learning

Predictive performance enhancement via domain-adaptive designable data augmentation and virtual data-based optimization

Jongsoo Lee

Fingerprint

Collaborations and top research areas from the last five years

Research output

Classification of battery laser welding defects via enhanced image preprocessing methods and explainable artificial intelligence-based verification

Diagnosis-based design of electric power steering system considering multiple degradations: Role of designable generative adversarial network anomaly detection

Enhancement of virtual data quality using pre-trained Bayesian transfer learning under inaccurate and insufficient measurement data

Multi-labeled image data-based generative topology optimization of primary mirror with conditional designable generative adversarial network and reinforcement learning

Predictive performance enhancement via domain-adaptive designable data augmentation and virtual data-based optimization