| Design of phononic bandgap metamaterials based on Gaussian mixture beta variational autoencoder and iterative model updating Z Wang, W Xian, MR Baccouche, H Lanzerath, Y Li, H Xu Journal of Mechanical Design 144 (4), 041705, 2022 | 16 | 2022 |
| Harnessing structural stochasticity in the computational discovery and design of microstructures L Xu, N Hoffman, Z Wang, H Xu Materials & Design 223, 111223, 2022 | 15 | 2022 |
| Programmability of ultrathin metasurfaces through curvature M Kheybari, Z Wang, H Xu, OR Bilal Extreme Mechanics Letters 52, 101620, 2022 | 10 | 2022 |
| A Gaussian mixture variational autoencoder-based approach for designing phononic bandgap metamaterials Z Wang, W Xian, MR Baccouche, H Lanzerath, Y Li, H Xu International design engineering technical conferences and computers and …, 2021 | 6 | 2021 |
| Phononic metamaterial design via transfer learning-based topology optimization framework Z Wang, R Zhuang, W Xian, J Tian, Y Li, S Chen, H Xu International design engineering technical conferences and computers and …, 2022 | 4 | 2022 |
| Quantitative Representation of Aleatoric Uncertainties in Network-Like Topological Structural Systems Z Wang, H Xu Journal of Mechanical Design 143 (3), 031713, 2021 | 4 | 2021 |
| Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials Z Wang, W Xian, Y Li, H Xu Computational Mechanics 72 (1), 221-239, 2023 | 3 | 2023 |
| Quantification and propagation of Aleatoric uncertainties in topological structures Z Wang, M Daeipour, H Xu Reliability Engineering & System Safety 233, 109122, 2023 | 2 | 2023 |
| Material model calibration by deep learning for additively manufactured alloys Z Wang, H Xu, Y Li International symposium on flexible automation 83617, V001T07A007, 2020 | 2 | 2020 |
| Manufacturability-aware deep generative design of 3D metamaterial units for additive manufacturing Z Wang, H Xu Structural and Multidisciplinary Optimization 67 (2), 22, 2024 | | 2024 |
| Quantification of Uncertainties Distributed in Network-Like Systems Z Wang, H Xu International Design Engineering Technical Conferences and Computers and …, 2020 | | 2020 |
Hongyi XuAssistant Professor at University of Connecticut | Ford R&A | '14 PhD, NorthwesternVerified email at u.northwestern.edu
