Concepedia

Ziyang Liu

ZL

4

Publications

93

Citations

4

H-Index

2022

Active since

Affiliations

Xi'an Jiaotong University(Current)

Commercial Aircraft Corporation of China (China)

Northwestern Polytechnical University

Ziyang Liu is an author at Xi'an Jiaotong University specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningForecastingData ScienceSystems EngineeringNumerical SimulationReduced Order ModelingModeling And SimulationReduced Order Aerodynamics

Publications per year

2022–2024

4

Publications

4

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

Ziyang Liu, Renkun Han, Miao Zhang et al. · Aerospace Science and Technology · 2022 · 42 citations

Reduced Order Modeling, Engineering, Machine Learning +5

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

Zhiwen Deng, Hongsheng Liu, Beiji Shi et al. · Aerospace Science and Technology · 2022 · 23 citations

Geometric Learning, Engineering, Machine Learning +10

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

Ziyang Liu, Miao Zhang, Di Sun et al. · Structural and Multidisciplinary Optimization · 2024 · 15 citations

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

J. Du, Xin Li, Siwei Dong et al. · Physics of Fluids · 2024 · 13 citations · Full text

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