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Kang, Namwoo
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1

Weighted unsupervised domain adaptation considering geometr..:

Shin, Seungyeon ; Kang, Namwoo
Expert Systems with Applications.  256 (2024)  - p. 124928 , 2024
Link: https://doi.org/10.1016/..
 
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2

Data-driven physics-informed neural networks: A digital twi..:

Yang, Sunwoong ; Kim, Hojin ; Hong, Yoonpyo...
Computer Methods in Applied Mechanics and Engineering.  428 (2024)  - p. 117075 , 2024
Link: https://doi.org/10.1016/..
 
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3

Design-oriented study on target station for spallation neut..:

Lee, Pilsoo ; Kang, Namwoo ; Jang, Yongsik
Journal of the Korean Physical Society.  83 (2023)  2 - p. 91-95 , 2023
Link: https://doi.org/10.1007/..
 
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4

Shared autonomous electric vehicle system design and optimi..:

Lee, Ungki ; Kang, Namwoo ; Lee, Yoon Koo
Journal of Cleaner Production.  423 (2023)  - p. 138795 , 2023
Link: https://doi.org/10.1016/..
 
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5

Optimization of module structure considering mechanical and..:

Lee, Ungki ; Kang, Namwoo ; Lee, Yoon Koo
Journal of Energy Storage.  72 (2023)  - p. 108650 , 2023
Link: https://doi.org/10.1016/..
 
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6

Adaptive neural network ensemble using prediction frequency:

Lee, Ungki ; Kang, Namwoo
Journal of Computational Design and Engineering.  10 (2023)  4 - p. 1547-1560 , 2023
Link: https://doi.org/10.1093/..
 
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7

Wheel impact test by deep learning: prediction of location ..:

Shin, Seungyeon ; Jin, Ah-hyeon ; Yoo, Soyoung...
Structural and Multidisciplinary Optimization.  66 (2023)  1 - p. , 2023
Link: https://doi.org/10.1007/..
 
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8

Topology optimization via machine learning and deep learnin..:

Shin, Seungyeon ; Shin, Dongju ; Kang, Namwoo
Journal of Computational Design and Engineering.  10 (2023)  4 - p. 1736-1766 , 2023
Link: https://doi.org/10.1093/..
 
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9

Generative Design by Reinforcement Learning: Enhancing the ..:

Jang, Seowoo ; Yoo, Soyoung ; Kang, Namwoo
Computer-Aided Design.  146 (2022)  - p. 103225 , 2022
Link: https://doi.org/10.1016/..
 
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10

Safety monitoring system of personal mobility driving using..:

Kim, Eunji ; Ryu, Hanyoung ; Oh, Hyunji.
Journal of Computational Design and Engineering.  9 (2022)  4 - p. 1397-1409 , 2022
Link: https://doi.org/10.1093/..
 
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11

Deep learning-based inverse design for engineering systems:..:

Kim, Seongsin ; Jwa, Minyoung ; Lee, Soonwook..
Structural and Multidisciplinary Optimization.  65 (2022)  11 - p. , 2022
Link: https://doi.org/10.1007/..
 
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12

Idle vehicle relocation strategy through deep learning for ..:

Kim, Seongsin ; Lee, Ungki ; Lee, Ikjin.
Journal of Cleaner Production.  333 (2022)  - p. 130055 , 2022
Link: https://doi.org/10.1016/..
 
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13

Multi-scale design optimization of electric vehicles by ana..:

Lee, Yoon Koo ; Lee, Ungki ; Kang, Namwoo
Journal of Cleaner Production.  368 (2022)  - p. 133235 , 2022
Link: https://doi.org/10.1016/..
 
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14

Integrating deep learning into CAD/CAE system: generative d..:

Yoo, Soyoung ; Lee, Sunghee ; Kim, Seongsin...
Structural and Multidisciplinary Optimization.  64 (2021)  4 - p. 2725-2747 , 2021
Link: https://doi.org/10.1007/..
 
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15

Explainable artificial intelligence for manufacturing cost ..:

Yoo, Soyoung ; Kang, Namwoo
Expert Systems with Applications.  183 (2021)  - p. 115430 , 2021
Link: https://doi.org/10.1016/..
 
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