张天杨 Tianyang Zhang

RESEARCH FRAMEWORK

Research themes

From performance targets and generative design to validation and structural recovery.

  1. 01

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du. Latent diffusion–driven inverse design of damping microstructures with multiaxial nonlinear mechanical targets [J]. Advanced Engineering Informatics, 2026, 71: 104256.

  2. 02

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du. MultiDampGen: A self-constraint latent diffusion framework for multiscale energy-dissipating microstructure generation [J]. Applied Soft Computing, 2026, 186: 114194.

  3. 03

    Tianyang Zhang, Yinxiao Lv, Tong Liu, Weizhi Xu, Shuguang Wang, Dongsheng Du, Aiguo Zhao. Inverse design of energy-dissipating steel plate walls based on self-supervised diffusion models [J]. Thin-Walled Structures, 2025, 217: 113865.

  4. 04

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du, Qisong Miao. Study on the evolution of dynamic characteristics and seismic damage of a self-centering concrete structure based on data-driven methods [J]. Engineering Structures, 2024, 316: 118529.

  5. 05

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongshen Du, Jun Tang. Seismic response prediction of a damped structure based on data-driven machine learning methods [J]. Engineering Structures, 2024, 301: 117264.

  6. 06

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du, Linlin Xie, Qisong Miao. Seismic behavior of earthquake-damaged hybrid connections reinforced with replaceable energy-dissipating elements [J]. Journal of Building Engineering, 2023, 80: 108062.

  7. 07

    Tianyang Zhang, Yujie Lu, Yijie Cai, Weizhi Xu, Shuguang Wang, Dongsheng Du, Qisong Miao. Rapid inversion of seismic damage to masonry infill walls based on diffusion models [J]. Engineering Failure Analysis, 2025, 171: 109371.

  8. 08

    Tianyang Zhang, Haoru Guo, Yunlong Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du. Shaking Table Tests and Numerical Analysis of the Interaction of a Base-isolated Steel Frame's Responses with a Long-span Roof [J]. KSCE Journal of Civil Engineering, 2024, 28(8): 3301-3321.

  9. 09

    Weizhi Xu, Tianyang Zhang, Xi Chen, Qisong Miao, Shuguang Wang, Dongsheng Du. Experimental and numerical investigation on the seismic performance of masonry walls reinforced by PC panels [J]. Journal of Building Engineering, 2022, 58: 105049.

  10. 10

    Shuguang Wang, Tianyang Zhang, Weizhi Xu, Dongsheng Du, Yunlong Zhang. Experimental and numerical investigations on novel post-tensioned precast beam-to-column energy-dissipating connections [J]. Structures, 2023, 54: 117-133.

  11. 11

    Yijie Cai, Tianyang Zhang, Yujie Lu, Weizhi Xu, Shuguang Wang, Dongsheng Du. Inverse design of concrete beam-column joints with complex cross-sections based on data-driven [J]. Structures, 2025, 82: 110484.

  12. 12

    Weizhi Xu, Yijie Cai, Tianyang Zhang, Shuguang Wang, Dongsheng Du, Li Wan. Experimental and numerical investigations of a staged energy dissipation device [J]. Thin-Walled Structures, 2024, 198: 111721.

  13. 13

    Yijie Cai, Xia Li, Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du. Dynamic behavior of wind turbine with viscous inertial mass system under wind and seismic excitations [J]. Structures, 2025, 75: 108746.

  14. 14

    Weizhi Xu, Yijie Cai, Ye Liu, Tianyang Zhang, Yujie Lu. Experimental and numerical study of a metal-friction hybrid damper [J]. Structures, 2024, 62: 106256.

  15. 15

    Weizhi Xu, Chen Tan, Wenbin Xu, Tianyang Zhang, Beibei Xiong, Shuguang Wang, Dongsheng Du. Mechanical properties and constitutive relation of recycled aggregate concrete reinforced with face mask fibre and basalt fibre under uniaxial cyclic compression [J]. Structures, 2024, 69: 107364.

  16. 16

    许伟志,廖嘉俊,张天杨*,王曙光,杜东升.后张预应力混合框架结构抗震性能及减震加固研究 [J]. 工程科学与技术, 2025.