Tianyang Zhang · Publications

Journal Publications

Generative design, structural earthquake engineering, and resilient energy-dissipating systems.

  1. Latent diffusion–driven inverse design of damping microstructures with multiaxial nonlinear mechanical targets

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du
    Advanced Engineering Informatics · 2026

  2. MultiDampGen: A self-constraint latent diffusion framework for multiscale energy-dissipating microstructure generation

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du
    Applied Soft Computing · 2026

  3. Inverse design of energy-dissipating steel plate walls based on self-supervised diffusion models

    Tianyang Zhang, Yinxiao Lv, Tong Liu, Weizhi Xu, Shuguang Wang, Dongsheng Du, Aiguo Zhao
    Thin-Walled Structures · 2025

  4. Study on the evolution of dynamic characteristics and seismic damage of a self-centering concrete structure based on data-driven methods

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du, Qisong Miao
    Engineering Structures · 2024

  5. Seismic response prediction of a damped structure based on data-driven machine learning methods

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongshen Du, Jun Tang
    Engineering Structures · 2024

  6. Seismic behavior of earthquake-damaged hybrid connections reinforced with replaceable energy-dissipating elements

    Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du, Linlin Xie, Qisong Miao
    Journal of Building Engineering · 2023

  7. Rapid inversion of seismic damage to masonry infill walls based on diffusion models

    Tianyang Zhang, Yujie Lu, Yijie Cai, Weizhi Xu, Shuguang Wang, Dongsheng Du, Qisong Miao
    Engineering Failure Analysis · 2025

  8. Shaking Table Tests and Numerical Analysis of the Interaction of a Base-isolated Steel Frame's Responses with a Long-span Roof

    Tianyang Zhang, Haoru Guo, Yunlong Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du
    KSCE Journal of Civil Engineering · 2024

  9. Experimental and numerical investigation on the seismic performance of masonry walls reinforced by PC panels

    Weizhi Xu, Tianyang Zhang, Xi Chen, Qisong Miao, Shuguang Wang, Dongsheng Du
    Journal of Building Engineering · 2022

  10. Experimental and numerical investigations on novel post-tensioned precast beam-to-column energy-dissipating connections

    Shuguang Wang, Tianyang Zhang, Weizhi Xu, Dongsheng Du, Yunlong Zhang
    Structures · 2023

  11. Inverse design of concrete beam-column joints with complex cross-sections based on data-driven

    Yijie Cai, Tianyang Zhang, Yujie Lu, Weizhi Xu, Shuguang Wang, Dongsheng Du
    Structures · 2025

  12. Experimental and numerical investigations of a staged energy dissipation device

    Weizhi Xu, Yijie Cai, Tianyang Zhang, Shuguang Wang, Dongsheng Du, Li Wan
    Thin-Walled Structures · 2024

  13. Dynamic behavior of wind turbine with viscous inertial mass system under wind and seismic excitations

    Yijie Cai, Xia Li, Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du
    Structures · 2025

  14. Experimental and numerical study of a metal-friction hybrid damper

    Weizhi Xu, Yijie Cai, Ye Liu, Tianyang Zhang, Yujie Lu
    Structures · 2024

  15. Mechanical properties and constitutive relation of recycled aggregate concrete reinforced with face mask fibre and basalt fibre under uniaxial cyclic compression

    Weizhi Xu, Chen Tan, Wenbin Xu, Tianyang Zhang, Beibei Xiong, Shuguang Wang, Dongsheng Du
    Structures · 2024

Complete publication list, including the Chinese-language article