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Publications

Topology optimization via machine learning and deep learning: a review

Shin, S., Shin, D., and Kang, N.

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Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress

Shin, S., Jin, A., Yoo, S., Lee, S., Kim, C., Heo, S., and Kang, N

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Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes

Kim, S., Jwa, M., Lee, S., Park, S., and Kang, N.

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Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs

Jang, S., Yoo, S., and Kang, N.

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Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization

Yoo, S. and Kang, N.

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Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel

Yoo, S., Lee, S., Kim, S., Hwang, K. H, Park, J. H., and Kang, N.

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인공지능과 최적설계

Kang, N.

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Deep Generative Design: Integration of Topology Optimization and Generative Models

Oh, S., Jung, Y., Kim, S., Lee, I., and Kang, N.

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인공지능 기반 모빌리티 설계: Deep Generative Design

Shin, D., Kwon, Y., and Kang, N.

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가상 제품 개발과 메타버스를 위한 3D 합성 데이터 생성

Yoo, S., Lee, S., Kim, E., and Kang, N.

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Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel

Yoo, S., Lee, S., Kim, S., Hwang, K. H, Park, J. H., and Kang, N.

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Deep Generative Design: Integration of Topology Optimization and Generative Models

Oh, S., Jung, Y., Kim, S., Lee, I., and Kang, N.

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인공지능 기반 모빌리티 설계: Deep Generative Design

Shin, D., Kwon, Y., and Kang, N.

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인공지능과 최적설계

Kang, N.

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가상 제품 개발과 메타버스를 위한 3D 합성 데이터 생성

Yoo, S., Lee, S., Kim, E., and Kang, N.

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제너레이티브 디자인과 인공지능 기반 설계 자동화

Kang, N.

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