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Yinan Wang
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Year
StressNet-Deep learning to predict stress with fracture propagation in brittle materials
Y Wang, D Oyen, W Guo, A Mehta, CB Scott, N Panda, ...
npj Materials Degradation 5 (1), 6, 2021
672021
Multiphysics modeling and uncertainty quantification of tribocorrosion in aluminum alloys
K Wang, Y Wang, X Yue, W Cai
Corrosion Science 178, 109095, 2021
322021
Coverage Path Planning for Robotic Quality Inspection With Control on Measurement Uncertainty
Y Liu, W Zhao, H Liu, Y Wang, X Yue
IEEE/ASME Transactions on Mechatronics 27 (5), 3482-3493, 2022
292022
Tensor Decomposition to Compress Convolutional Layers in Deep Learning
Y Wang, WG Guo, X Yue
IISE Transactions 54 (5), 481-495, 2022
25*2022
MVGCN: Multi-View Graph Convolutional Neural Network for Surface Defect Identification Using Three-Dimensional Point Cloud
Y Wang, W Sun, J Jin, Z Kong, X Yue
Journal of Manufacturing Science and Engineering 145 (3), 031004, 2023
242023
Three-dimensional point cloud segmentation based on context feature for sheet metal part boundary recognition
Y Li, Y Wang, Y Liu
IEEE Transactions on Instrumentation and Measurement 72, 1-10, 2023
172023
Structured-light three-dimensional scanning for process monitoring and quality control in precast concrete production.
R Wang, Y Wang, S Devadiga, I Perkins, ZJ Kong, X Yue
PCI Journal 66 (6), 2021
142021
Wood: Wasserstein-based out-of-distribution detection
Y Wang, W Sun, J Jin, Z Kong, X Yue
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
102024
NP-ODE: Neural process aided ordinary differential equations for uncertainty quantification of finite element analysis
Y Wang, K Wang, W Cai, X Yue
IISE Transactions 54 (3), 211-226, 2022
102022
Multimodal Deep Learning for Manufacturing Systems: Recent Progress and Future Trends
Y Wang, X Yue
Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 221-252, 2024
2*2024
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses
H Gu, N Gaw, Y Wang, C Johnstone, C Beauchene, S Yuditskaya, H Rao, ...
arXiv preprint arXiv:2401.02905, 2024
22024
Distributed spot welding task allocation and sequential planning for multi-station multi-robot coordinate assembly processes
W Zhao, Y Liu, Y Wang, X Yue
The International Journal of Advanced Manufacturing Technology 127 (11-12 …, 2023
22023
Smartfixture: Physics-guided reinforcement learning for automatic fixture layout design in manufacturing systems
Y Wang, T Lutz, X Yue, J Du
IISE Transactions, 1-16, 2024
12024
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning
Y Wang, MG Fernández-Godino, N Gunawardena, DD Lucas, X Yue
arXiv preprint arXiv:2406.02582, 2024
12024
ADs: Active Data-sharing for Data Quality Assurance in Advanced Manufacturing Systems
Y Zhao, Y Li, C Liu, Y Wang
arXiv preprint arXiv:2404.00572, 2024
12024
AGS BOOSTER MODEL CALIBRATION AND DIGITAL-TWIN DEVELOPMENT
W Lin, KA Brown, K Hock, GH Hoffstaetter, B Huang, NM Isenberg, ...
Proc. IPAC'24, 2024
12024
A Generative Adversarial Network (GAN)-Assisted Data Quality Monitoring Approach for Out-of-Distribution Detection of High Dimensional Data
K Slater, Y Li, Y Wang, Y Shan, C Liu
IIE Annual Conference. Proceedings, 1-6, 2023
12023
Engineering-driven Machine Learning Methods for System Intelligence
Y Wang
Virginia Tech, 2022
12022
Uni-3DAD: Gan-inversion aided universal 3D anomaly detection on model-free products
J Liu, S Mou, N Gaw, Y Wang
Expert Systems with Applications, 126665, 2025
2025
Hybrid sampling assisted BiRRT for enhanced robotic arm path planning in complex industrial scenarios
C Hu, Y Liu, W Zhao, Y Wang
Journal of Intelligent Manufacturing, 1-15, 2024
2024
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