Machine-learning-based monitoring and optimization of processing parameters in 3D printing TS Tamir, G Xiong, Q Fang, Y Yang, Z Shen, MC Zhou, J Jiang International Journal of Computer Integrated Manufacturing 36 (9), 1362-1378, 2023 | 74 | 2023 |
Neural network based image segmentation for spatter extraction during laser-based powder bed fusion processing Z Tan, Q Fang, H Li, S Liu, W Zhu, D Yang Optics & laser technology 130, 106347, 2020 | 60 | 2020 |
Process monitoring, diagnosis and control of additive manufacturing Q Fang, G Xiong, MC Zhou, TS Tamir, CB Yan, H Wu, Z Shen, FY Wang IEEE Transactions on Automation Science and Engineering 21 (1), 1041-1067, 2022 | 57 | 2022 |
In-situ capture of melt pool signature in selective laser melting using U-Net-based convolutional neural network Q Fang, Z Tan, H Li, S Shen, S Liu, C Song, X Zhou, Y Yang, S Wen Journal of Manufacturing Processes 68, 347-355, 2021 | 51 | 2021 |
A feedback-based print quality improving strategy for FDM 3D printing: an optimal design approach TS Tamir, G Xiong, Q Fang, X Dong, Z Shen, FY Wang The International Journal of Advanced Manufacturing Technology 120 (3), 2777 …, 2022 | 40 | 2022 |
3D printing in materials manufacturing industry: A realm of Industry 4.0 TS Tamir, G Xiong, Z Shen, J Leng, Q Fang, Y Yang, J Jiang, E Lodhi, ... Heliyon, 2023 | 27 | 2023 |
Design and optimization of a control framework for robot assisted additive manufacturing based on the Stewart platform TS Tamir, G Xiong, X Dong, Q Fang, S Liu, E Lodhi, Z Shen, FY Wang International Journal of Control, Automation and Systems 20 (3), 968-982, 2022 | 20 | 2022 |
An enhanced fault diagnosis method with uncertainty quantification using Bayesian convolutional neural network Q Fang, G Xiong, X Shang, S Liu, B Hu, Z Shen 2020 IEEE 16th international conference on automation science and …, 2020 | 11 | 2020 |
Parallel additive manufacturing systems Z Shen, X Dong, Q Fang, G Xiong, CC Ge, FY Wang IEEE Journal of Radio Frequency Identification 6, 758-763, 2022 | 9 | 2022 |
Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method Q Fang, Y Song, K Li, L Bo Advances in Neural Information Processing Systems, 2024 | 6 | 2024 |
Evaluate Geometry of Radiance Fields with Low-Frequency Color Prior Q Fang, Y Song, K Li, L Shen, H Wu, G Xiong, L Bo Proceedings of the AAAI Conference on Artificial Intelligence, 2024 | 4 | 2024 |
A Point-Based Neural Network for Real-Scenario Deformation Prediction in Additive Manufacturing M Zhao, G Xiong, W Wang, Q Fang, Z Shen, L Wan, F Zhu 2022 IEEE 18th International Conference on Automation Science and …, 2022 | 3 | 2022 |
Deep Reinforcement Learning for Dynamic Error Compensation in 3D Printing D Wang, Z Shen, X Dong, Q Fang, W Wang, X Dong, G Xiong 2023 IEEE 19th International Conference on Automation Science and …, 2023 | 1 | 2023 |
Real-time In-situ Defect Detection in 3D Printing of Continuous Fiber-Reinforced Composites Z Yue, Z Shen, X Dong, Q Fang, W Wang, X Dong, G Xiong, FY Wang 2024 IEEE 4th International Conference on Digital Twins and Parallel …, 2024 | | 2024 |
A Dual Neural Network for Defect Detection With Highly Imbalanced Data in 3-D Printing F Wang, G Xiong, Q Fang, Z Shen, D Wang, X Dong, FY Wang IEEE Transactions on Computational Social Systems, 2024 | | 2024 |
A Geometry Aware Diffusion Model for 3D Point Cloud Generation A Zhang, Z Shen, Q Fang, J Yang, G Xiong, X Dong 2024 IEEE 20th International Conference on Automation Science and …, 2024 | | 2024 |
Steady Conformal Support Structures for 3D Printing D Wang, Z Shen, Q Fang, DM Yan, W Wang, Q Wang, G Xiong 2024 IEEE 20th International Conference on Automation Science and …, 2024 | | 2024 |
In-Situ 3D Printing Monitoring in Dynamic Environments via Self-Supervised Deep Neural Network Adaptation F Wang, G Xiong, Q Fang, Z Shen, D Wang, L Wan, X Dong, FY Wang 2024 IEEE 20th International Conference on Automation Science and …, 2024 | | 2024 |
Geometry-Guided Neural Implicit Surface Reconstruction K Li, H Wu, M Zhao, Q Fang, J Yang, A Zhang, Z Shen, G Xiong, FY Wang IEEE Transactions on Computational Social Systems, 2024 | | 2024 |
Probabilistic Data-Driven Modeling of a Melt Pool in Laser Powder Bed Fusion Additive Manufacturing Q Fang, G Xiong, M Zhao, TS Tamir, Z Shen, CB Yan, FY Wang IEEE Transactions on Automation Science and Engineering, 2024 | | 2024 |