| Neural networks for inverse design of phononic crystals CX Liu, GL Yu, GY Zhao AIP Advances 9 (8), 2019 | 55 | 2019 |
| Predicting the dispersion relations of one-dimensional phononic crystals by neural networks CX Liu, GL Yu Scientific Reports 9 (1), 15322, 2019 | 35 | 2019 |
| Deep learning for the design of phononic crystals and elastic metamaterials CX Liu, GL Yu Journal of Computational Design and Engineering 10 (2), 602-614, 2023 | 33 | 2023 |
| Inverse design of locally resonant metabarrier by deep learning with a rule-based topology dataset CX Liu, GL Yu Computer Methods in Applied Mechanics and Engineering 394, 114925, 2022 | 22 | 2022 |
| Deep learning-based topology design of periodic barrier for full-mode waves CX Liu, GL Yu Construction and Building Materials 314, 125579, 2022 | 16 | 2022 |
| A deep learning model for the topological design of 2D periodic wave barriers CX Liu, GL Yu Computer‐Aided Civil and Infrastructure Engineering 37 (4), 451-469, 2022 | 13 | 2022 |
| A physics-informed neural network for Kresling origami structures CX Liu, X Wang, W Liu, YF Yang, GL Yu, Z Liu International Journal of Mechanical Sciences 269, 109080, 2024 | 11 | 2024 |
| Fast topology optimization of phononic crystal‐based metastructures for vibration isolation by deep learning CX Liu, GL Yu, Z Liu Computer‐Aided Civil and Infrastructure Engineering 39 (5), 776-790, 2024 | 11 | 2024 |
| Machine learning models in phononic metamaterials CX Liu, GL Yu, Z Liu Current Opinion in Solid State and Materials Science 28, 101133, 2024 | 11 | 2024 |
| Deep learning-based design of ternary metamaterials for isolating full-mode waves CX Liu, GL Yu Engineering Structures 277, 115441, 2023 | 11 | 2023 |
| Intelligent design of engineered metabarrier based on deep learning CX Liu, GL Yu Composite Structures 280, 114911, 2022 | 10 | 2022 |
| Inverse design of phononic meta-structured materials HW Dong, C Shen, Z Liu, SD Zhao, Z Ren, CX Liu, X He, SA Cummer, ... Materials Today, 2024 | 9 | 2024 |
| Topological design of 2D periodic structures for anti-plane waves based on deep learning CX Liu, GL Yu Journal of Vibration and Control 29 (3-4), 513-527, 2023 | 8 | 2023 |
| Inverse design of layered periodic wave barriers based on deep learning CX Liu, GL Yu Proceedings of the Institution of Mechanical Engineers, Part L: Journal of …, 2022 | 5 | 2022 |
| Deep learning-aided topology design of metasurfaces for Rayleigh waves C Zhao, CX Liu, GL Yu Journal of Computational Design and Engineering 11 (3), 56-71, 2024 | 1 | 2024 |
| Characterizing and modeling the wide strain rate range behavior of air-filled open-cell polymeric foam X Wang, Z Du, J Zhang, Y Kang, C Liu, T Ma, Z Liu International Journal of Solids and Structures 308, 113155, 2025 | | 2025 |
| Neural networks in phononics L Chen-Xu, Y Gui-Lan Intelligent Nanotechnology, 47-70, 2023 | | 2023 |
| 基于神经网络的层状周期结构能量传输谱预测 刘陈续， 于桂兰 上海交通大学学报 55 (1), 88, 2021 | | 2021 |