| Automated structural design of shear wall residential buildings using generative adversarial networks W Liao, X Lu, Y Huang, Z Zheng, Y Lin Automation in Construction 132, 103931, 2021 | 144 | 2021 |
| Intelligent structural design of shear wall residence using physics‐enhanced generative adversarial networks X Lu, W Liao, Y Zhang, Y Huang Earthquake Engineering & Structural Dynamics 51 (7), 1657-1676, 2022 | 104 | 2022 |
| Generative AI design for building structures W Liao, X Lu, Y Fei, Y Gu, Y Huang Automation in Construction 157, 105187, 2024 | 75 | 2024 |
| Intelligent generative structural design method for shear wall building based on “fused-text-image-to-image” generative adversarial networks W Liao, Y Huang, Z Zheng, X Lu Expert Systems with Applications 210, 118530, 2022 | 67 | 2022 |
| Quantification of disaster resilience in civil engineering: A review X Lu, W Liao, D Fang, K Lin, Y Tian, C Zhang, Z Zheng, P Zhao Journal of safety science and resilience 1 (1), 19-30, 2020 | 62 | 2020 |
| Intelligent beam layout design for frame structure based on graph neural networks P Zhao, W Liao, Y Huang, X Lu Journal of Building Engineering 63, 105499, 2023 | 59 | 2023 |
| Intelligent design of shear wall layout based on graph neural networks P Zhao, W Liao, Y Huang, X Lu Advanced Engineering Informatics 55, 101886, 2023 | 50 | 2023 |
| Intelligent design method for beam and slab of shear wall structure based on deep learning P Zhao, W Liao, H Xue, X Lu Journal of Building Engineering 57, 104838, 2022 | 49 | 2022 |
| Knowledge-enhanced generative adversarial networks for schematic design of framed tube structures Y Fei, W Liao, Y Huang, X Lu Automation in Construction 144, 104619, 2022 | 44 | 2022 |
| An improved linear quadratic regulator control method through convolutional neural network–based vibration identification X Lu, W Liao, W Huang, Y Xu, X Chen Journal of Vibration and Control 27 (7-8), 839-853, 2021 | 39 | 2021 |
| Integrated schematic design method for shear wall structures: A practical application of generative adversarial networks Y Fei, W Liao, S Zhang, P Yin, B Han, P Zhao, X Chen, X Lu Buildings 12 (9), 1295, 2022 | 38 | 2022 |
| Intelligent design of shear wall layout based on attention-enhanced generative adversarial network P Zhao, W Liao, Y Huang, X Lu Engineering Structures 274, 115170, 2023 | 36 | 2023 |
| Deep transfer learning and time-frequency characteristics-based identification method for structural seismic response W Liao, X Chen, X Lu, Y Huang, Y Tian Frontiers in Built Environment 7, 627058, 2021 | 32 | 2021 |
| Digital Twin‐Based Investigation of a Building Collapse Accident Z Zheng, W Liao, J Lin, Y Zhou, C Zhang, X Lu Advances in Civil Engineering 2022 (1), 9568967, 2022 | 28 | 2022 |
| Base‐isolation design of shear wall structures using physics‐rule‐co‐guided self‐supervised generative adversarial networks W Liao, X Wang, Y Fei, Y Huang, L Xie, X Lu Earthquake Engineering & Structural Dynamics 52 (11), 3281-3303, 2023 | 25 | 2023 |
| Development of a novel sacrificial‐energy dissipation outrigger system for tall buildings X Lu, W Liao, Y Cui, Q Jiang, Y Zhu Earthquake Engineering & Structural Dynamics 48 (15), 1661-1677, 2019 | 21 | 2019 |
| Design-condition-informed shear wall layout design based on graph neural networks P Zhao, Y Fei, Y Huang, Y Feng, W Liao, X Lu Advanced Engineering Informatics 58, 102190, 2023 | 19 | 2023 |
| A vibration recognition method based on deep learning and signal processing ZG Cheng, WJ Liao, XY Chen, X Lu Engineering mechanics 38 (4), 230-246, 2021 | 16 | 2021 |
| Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings Y Fei, W Liao, X Lu, H Guan Computer‐Aided Civil and Infrastructure Engineering 39 (4), 518-538, 2024 | 12 | 2024 |
| Semi-supervised learning method incorporating structural optimization for shear-wall structure design using small and long-tailed datasets Y Fei, W Liao, X Lu, E Taciroglu, H Guan Journal of Building Engineering 79, 107873, 2023 | 12 | 2023 |
Xinzheng LUTsinghua University確認したメール アドレス: tsinghua.edu.cn
