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Joe Joseph
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Journal Articles

A Data Augmentation Method for Data-driven Component Segmentation of Engineering Drawings

Accepted Manuscript
Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-22-1374
DOI: https://doi.org/10.1115/1.4062233
Published Online: March 29, 2023
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Topics: Engineering drawings, Image segmentation, Machine learning, Computers, Machinery, Computer-aided design, Design, Dimensions, Engineering systems and industry applications, Manufacturing
Journal Articles

Three-Dimensional Ship Hull Encoding and Optimization via Deep Neural Networks

Yuyang Wang, Joe Joseph, T. P. Aniruddhan Unni, Soji Yamakawa, Amir Barati Farimani, Kenji Shimada
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101701.
Paper No: MD-21-1625
DOI: https://doi.org/10.1115/1.4054494
Published Online: June 13, 2022
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Topics: Hull, Optimization, Ships, Computational fluid dynamics, Design, Drag (Fluid dynamics)