Topologygan: Topology optimization using generative adversarial networks based on physical fields over the initial domain Z Nie, T Lin, H Jiang, LB Kara Journal of Mechanical Design 143 (3), 031715, 2021 | 205 | 2021 |
Stress field prediction in cantilevered structures using convolutional neural networks Z Nie, H Jiang, LB Kara Journal of Computing and Information Science in Engineering 20 (1), 011002, 2020 | 204 | 2020 |
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction H Jiang, Z Nie, R Yeo, AB Farimani, LB Kara Journal of Applied Mechanics, 2021, 2021 | 104 | 2021 |
3D shape synthesis for conceptual design and optimization using variational autoencoders W Zhang, Z Yang, H Jiang, S Nigam, S Yamakawa, T Furuhata, ... International Design Engineering Technical Conferences and Computers and …, 2019 | 67 | 2019 |
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 | 32 | 2019 |
3D conceptual design using deep learning Z Yang, H Jiang, L Zou Advances in Computer Vision: Proceedings of the 2019 Computer Vision …, 2020 | 6 | 2020 |
3D Conceptual Design Using Deep Learning Z Yang, H Jiang, Z Lan arXiv preprint arXiv:1808.01675, 2018 | 1 | 2018 |