PhD student

Joe Joseph

Projects

4 papers with CERLAB.

A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

Journal of Computing and Information Science in Engineering · 2024
Multi-Class Entity Classification on Rasterized Engineering Drawings Using Graph Learning
Joe Joseph, Amit Regmi, Levent Burak Kara, Kenji Shimada

ASME International Mechanical Engineering Congress and Exposition (IMECE) · 2024
Component segmentation of engineering drawings using Graph Convolutional Networks
Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara

Computers in Industry · 2023
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 of Mechanical Design · 2022