-
Han, Jin / Lu, Xinzheng / Gu, Yi / Liao, Wenjie / Cai, Qing / Xue, Hongjing (2024): Optimized data representation and understanding method for the intelligent design of shear wall structures. In: Engineering Structures, v. 315 (September 2024).
https://doi.org/10.1016/j.engstruct.2024.118500
-
Fei, Yifan / Liao, Wenjie / Zhao, Pengju / Lu, Xinzheng / Guan, Hong (2024): Hybrid surrogate model combining physics and data for seismic drift estimation of shear‐wall structures. In: Earthquake Engineering and Structural Dynamics, v. 53, n. 10 (11 July 2024).
https://doi.org/10.1002/eqe.4151
-
Gu, Yi / Huang, Yuli / Liao, Wenjie / Lu, Xinzheng: Intelligent design of shear wall layout based on diffusion models. In: Computer-Aided Civil and Infrastructure Engineering.
https://doi.org/10.1111/mice.13236
-
Cheng, Qingle / Li, Aiqun / Ren, Haotian / Chea, Cheav Por / Liao, Wenjie / Xie, Linlin (2024): Rapid seismic-damage assessment method for buildings on a regional scale based on spectrum-compatible data augmentation and deep learning. In: Soil Dynamics and Earthquake Engineering, v. 178 (March 2024).
https://doi.org/10.1016/j.soildyn.2024.108504
-
Zhao, Pengju / Liao, Wenjie / Huang, Yuli / Lu, Xinzheng (2024): Beam layout design of shear wall structures based on graph neural networks. In: Automation in Construction, v. 158 (February 2024).
https://doi.org/10.1016/j.autcon.2023.105223
-
Liao, Wenjie / Lu, Xinzheng / Fei, Yifan / Gu, Yi / Huang, Yuli (2024): Generative AI design for building structures. In: Automation in Construction, v. 157 (January 2024).
https://doi.org/10.1016/j.autcon.2023.105187
-
Feng, Yitian / Fei, Yifan / Lin, Yuanqing / Liao, Wenjie / Lu, Xinzheng (2023): Intelligent Generative Design for Shear Wall Cross-Sectional Size Using Rule-Embedded Generative Adversarial Network. In: Journal of Structural Engineering (ASCE), v. 149, n. 11 (November 2023).
https://doi.org/10.1061/jsendh.steng-12206
-
Fei, Yifan / Liao, Wenjie / Lu, Xinzheng / Taciroglu, Ertugrul / Guan, Hong (2023): Semi-supervised learning method incorporating structural optimization for shear-wall structure design using small and long-tailed datasets. In: Journal of Building Engineering, v. 79 (November 2023).
https://doi.org/10.1016/j.jobe.2023.107873
-
Fei, Yifan / Liao, Wenjie / Lu, Xinzheng / Guan, Hong (2023): Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings. In: Computer-Aided Civil and Infrastructure Engineering, v. 39, n. 4 (November 2023).
https://doi.org/10.1111/mice.13094
-
Jin, Xinlei / Liao, Wenjie / Tian, Yuan / Xie, Linlin / Lu, Xinzheng (2023): Numerical simulation and seismic performance analysis of sacrificial-energy dissipation beam-column joint. In: Engineering Structures, v. 296 (December 2023).
https://doi.org/10.1016/j.engstruct.2023.116979
-
Liao, Wenjie / Wang, Xinyu / Fei, Yifan / Huang, Yuli / Xie, Linlin / Lu, Xinzheng (2023): Base‐isolation design of shear wall structures using physics‐rule‐co‐guided self‐supervised generative adversarial networks. In: Earthquake Engineering and Structural Dynamics, v. 52, n. 11 (June 2023).
https://doi.org/10.1002/eqe.3862
-
Fei, Yifan / Liao, Wenjie / Huang, Yuli / Lu, Xinzheng (2022): Knowledge-enhanced generative adversarial networks for schematic design of framed tube structures. In: Automation in Construction, v. 144 (December 2022).
https://doi.org/10.1016/j.autcon.2022.104619
-
Zhao, Pengju / Liao, Wenjie / Huang, Yuli / Lu, Xinzheng (2023): Intelligent beam layout design for frame structure based on graph neural networks. In: Journal of Building Engineering, v. 63 (January 2023).
https://doi.org/10.1016/j.jobe.2022.105499
-
Zhao, Pengju / Liao, Wenjie / Huang, Yuli / Lu, Xinzheng (2023): Intelligent design of shear wall layout based on attention-enhanced generative adversarial network. In: Engineering Structures, v. 274 (January 2023).
https://doi.org/10.1016/j.engstruct.2022.115170
-
Cheng, Qingle / Liao, Wenjie / Fei, Yifan / Tian, Yuan / Lu, Xinzheng / Zhang, Wenyang / Ghahari, Farid / Kurtuluş, Aslı / Taciroglu, Ertugrul (2022): A cost-benefit analysis of sensor quality and spatial density for rapid regional post-event seismic damage assessment: Application to Istanbul. In: Soil Dynamics and Earthquake Engineering, v. 163 (December 2022).
https://doi.org/10.1016/j.soildyn.2022.107495
-
Fei, Yifan / Liao, Wenjie / Zhang, Shen / Yin, Pengfei / Han, Bo / Zhao, Pengju / Chen, Xingyu / Lu, Xinzheng (2022): Integrated Schematic Design Method for Shear Wall Structures: A Practical Application of Generative Adversarial Networks. In: Buildings, v. 12, n. 9 (16 September 2022).
https://doi.org/10.3390/buildings12091295
-
Liao, Wenjie / Fei, Yifan / Ghahari, Farid / Zhang, Wenyang / Chen, Peng-Yu / Kurtuluş, Aslı / Yen, Chu-Han / Cheng, Qingle / Lu, Xinzheng / Taciroglu, Ertugrul (2022): Influence of accelerometer type on uncertainties in recorded ground motions and seismic damage assessment. In: Bulletin of Earthquake Engineering, v. 20, n. 9 (July 2022).
https://doi.org/10.1007/s10518-022-01461-5
-
Zhao, Pengju / Liao, Wenjie / Xue, Hongjing / Lu, Xinzheng (2022): Intelligent design method for beam and slab of shear wall structure based on deep learning. In: Journal of Building Engineering, v. 57 (October 2022).
https://doi.org/10.1016/j.jobe.2022.104838
-
Lu, Xinzheng / Liao, Wenjie / Zhang, Yu / Huang, Yuli (2022): Intelligent structural design of shear wall residence using physics‐enhanced generative adversarial networks. In: Earthquake Engineering and Structural Dynamics, v. 51, n. 7 (June 2022).
https://doi.org/10.1002/eqe.3632
-
Zheng, Zhe / Liao, Wenjie / Lin, Jiarui / Zhou, Yucheng / Zhang, Chi / Lu, Xinzheng (2022): Digital Twin-Based Investigation of a Building Collapse Accident. In: Advances in Civil Engineering, v. 2022 (January 2022).
https://doi.org/10.1155/2022/9568967
-
Liao, Wenjie / Lu, Xinzheng / Huang, Yuli / Zheng, Zhe / Lin, Yuanqing (2021): Automated structural design of shear wall residential buildings using generative adversarial networks. In: Automation in Construction, v. 132 (December 2021).
https://doi.org/10.1016/j.autcon.2021.103931
-
Liao, Wenjie / Chen, Xingyu / Lu, Xinzheng / Huang, Yuli / Tian, Yuan (2021): Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response. In: Frontiers in Built Environment, v. 7 (January 2021).
https://doi.org/10.3389/fbuil.2021.627058
-
Lu, Xinzheng / Zhang, Chi / Liao, Wenjie / Lin, Yuanqing / Lin, Xuchuan / Xue, Hongjing (2021): Comparison of seismic performance between typical structural steel buildings designed following the Chinese and United States codes. In: Advances in Structural Engineering, v. 24, n. 9 (February 2021).
https://doi.org/10.1177/1369433220986633
-
Lu, Xinzheng / Liao, Wenjie / Cui, Yao / Jiang, Qing / Zhu, Yaning (2019): Development of a novel sacrificial‐energy dissipation outrigger system for tall buildings. In: Earthquake Engineering and Structural Dynamics, v. 48, n. 15 (December 2019).
https://doi.org/10.1002/eqe.3218