Author

Ziyang Liu

Institution: Xi'an Jiaotong University

Observed institutions: Huawei Technologies (China), State Key Laboratory of Mechanical Structure Strength and Vibration, Xi'an Jiaotong University

ORCID: 0000-0003-4905-4950

Observed ORCID: 0000-0003-4905-4950

OpenAlex ID: A5060054310

An enhanced hybrid deep neural network reduced-order model for transonic buffet flow prediction

2022 · Ziyang Liu, Renkun Han, et al. · Aerospace Science and Technology · 44

Temporal predictions of periodic flows using a mesh transformation and deep learning-based strategy

2022 · Zhiwen Deng, Hongsheng Liu, et al. · Aerospace Science and Technology · 27

A deep reinforcement learning optimization framework for supercritical airfoil aerodynamic shape design

2024 · Ziyang Liu, Miao Zhang, et al. · Structural and Multidisciplinary Optimization · 24

A novel attention enhanced deep neural network for hypersonic spatiotemporal turbulence prediction

2024 · Jiaoxi Du, Xin Li, et al. · Physics of Fluids · 20

Deep learning-based reduced order model for three-dimensional unsteady flow using mesh transformation and stitching

2024 · Xin Li, Zhiwen Deng, et al. · Computers & Fluids · 13

A hybrid graph neural network-based framework for aerothermal prediction on hypersonic vehicles

2025 · Xin Li, Xiaotian Niu, et al. · Physics of Fluids · 12

A Deformation Decision-Making Method Based on Deep Reinforcement Learning for Morphing Reusable Launch Vehicle

2024 · Taojun Wang, Ren Wang, et al. · SSRN Electronic Journal · 1

Works count: 7

Citation count: 141

H-index: 6

I10-index: 6