3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders W Zhang, Z Yang, H Jiang, S Nigam, S Yamakawa, T Furuhata, ... arXiv preprint arXiv:1904.07964, 2019 | 122* | 2019 |
Machine learning enabled powder spreading process map for metal additive manufacturing (AM) W Zhang, A Mehta, PS Desai, CF Higgs III 2017 International Solid Freeform Fabrication Symposium, 2017 | 101 | 2017 |
A deep reinforcement learning approach for global routing H Liao, W Zhang, X Dong, B Poczos, K Shimada, L Burak Kara Journal of Mechanical Design 142 (6), 061701, 2020 | 97 | 2020 |
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning H Liao, Q Dong, X Dong, W Zhang, W Zhang, W Qi, E Fallon, LB Kara International Design Engineering Technical Conferences and Computers and …, 2020 | 31 | 2020 |
Data-driven upsampling of point clouds W Zhang, H Jiang, Z Yang, S Yamakawa, K Shimada, LB Kara Computer-Aided Design 112, 1-13, 2019 | 31 | 2019 |
Graph neural network-enabled manufacturing method classification from engineering drawings L Xie, Y Lu, T Furuhata, S Yamakawa, W Zhang, A Regmi, L Kara, ... Computers in Industry 142, 103697, 2022 | 28 | 2022 |
Component segmentation of engineering drawings using Graph Convolutional Networks W Zhang, J Joseph, Y Yin, L Xie, T Furuhata, S Yamakawa, K Shimada, ... Computers in Industry 147, 103885, 2023 | 10 | 2023 |
High Degree of Freedom Hand Pose Tracking Using Limited Strain Sensing and Optical Training W Zhang, ZY Jonelle, F Zhu, Z Yifang, Z Yang, NG Ulu, B Arisoy, LB Kara Journal of Computing and Information Science in Engineering, 2019 | 8 | 2019 |
Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation W Zhang, Q Chen, C Koz, L Xie, A Regmi, S Yamakawa, T Furuhata, ... Proceedings of ASME International Design Engineering Technical Conferences …, 2022 | 4 | 2022 |
Flaw Detection in Metal Additive Manufacturing Using Deep Learned Acoustic Features W Zhang, B Abranovic, J Hanson-Regalado, C Koz, B Duvvuri, ... Workshop at Neural Information Processing Systems (NeurIPS), Machine …, 2020 | 4 | 2020 |
Data-Driven Analysis of Engineering Drawings Using Component-Based Graphs W Zhang Carnegie Mellon University, 2022 | 3 | 2022 |
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings W Zhang, J Joseph, Q Chen, C Koz, L Xie, A Regmi, S Yamakawa, ... Journal of Computing and Information Science in Engineering 24 (1), 011001, 2024 | 1 | 2024 |
Optimal hand pose tracking using a flexible electronics-based sensing glove and machine learning E ARISOY, L DALLORO, LB KARA, JL APARICIO OJEA, W ZHANG, ... WO Patent WO2019173678A1, 2019 | | 2019 |