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Scientific Reports
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September 1, 2022
3D convolutional neural network for machining feature recognition with gradient-based visual explanations from 3D CAD models
Jinwon Lee, Hyunoh Lee, Duhwan Mun
Scientific Reports
|
December 3, 2022
Machine-learning-based ground sink susceptibility evaluation using underground pipeline data in Korean urban area
Jun Hwan Park, Junggoo Kang, Jaemo Kang, et al.
Scientific Reports
|
November 7, 2025
Automated inspection of P&ID object recognition using deep learning
Ji-Beob Kim, Yoochan Moon, Seung-Tae Han, et al.
Scientific Reports
|
November 13, 2021
Machining feature recognition based on deep neural networks to support tight integration with 3D CAD systems
Changmo Yeo, Byung Chul Kim, Sanguk Cheon, et al.
Scientific Reports
|
February 11, 2026
Enhancing chromium coating thickness estimation with multi-head attention LSTM and data augmentation
Minsu Jeon, Wonjae Choi, Jeong Won Park, et al.
Scientific Reports
|
May 17, 2025
Rule-based design verification for mechanical parts with dynamic rule subset selection
Hyeonji Lee, Changmo Yeo, Seungeun Lim, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 6) with videos related to
Sort By:
Page
of 1
Scientific Reports
|
September 1, 2022
3D convolutional neural network for machining feature recognition with gradient-based visual explanations from 3D CAD models
Jinwon Lee, Hyunoh Lee, Duhwan Mun
Scientific Reports
|
December 3, 2022
Machine-learning-based ground sink susceptibility evaluation using underground pipeline data in Korean urban area
Jun Hwan Park, Junggoo Kang, Jaemo Kang, et al.
Scientific Reports
|
November 7, 2025
Automated inspection of P&ID object recognition using deep learning
Ji-Beob Kim, Yoochan Moon, Seung-Tae Han, et al.
Scientific Reports
|
November 13, 2021
Machining feature recognition based on deep neural networks to support tight integration with 3D CAD systems
Changmo Yeo, Byung Chul Kim, Sanguk Cheon, et al.
Scientific Reports
|
February 11, 2026
Enhancing chromium coating thickness estimation with multi-head attention LSTM and data augmentation
Minsu Jeon, Wonjae Choi, Jeong Won Park, et al.
Scientific Reports
|
May 17, 2025
Rule-based design verification for mechanical parts with dynamic rule subset selection
Hyeonji Lee, Changmo Yeo, Seungeun Lim, et al.
Page
of 1