Xiaoyu Zhao

A deep neural network surrogate modeling benchmark for temperature field prediction of heat source layout

Xianqi Chen, Xiaoyu Zhao, Zhiqiang Gong et al. · Science China Physics Mechanics and Astronomy · 2021 · 72 citations

Model Optimization, Engineering, Machine Learning +11

A surrogate model with data augmentation and deep transfer learning for temperature field prediction of heat source layout

Xiaoyu Zhao, Zhiqiang Gong, Jun Zhang et al. · Structural and Multidisciplinary Optimization · 2021 · 39 citations

Data Augmentation, Engineering, Machine Learning +11

Dynamic modeling of GTF star gear-rotor coupling system considering structural flexibility

Hongxu Tian, Haixu Wang, Xiaoyu Zhao et al. · Journal of Sound and Vibration · 2023 · 32 citations

Engineering, Dynamic Modeling, Gtf Star Gear-rotor +6

A new approach for the estimation of non-cooperative satellites based on circular feature extraction

Yang Liu, Zongwu Xie, Qi Zhang et al. · Robotics and Autonomous Systems · 2020 · 19 citations

Radar, Orbit Determination, Circular Feature Extraction +9

IDRLnet: A Physics-Informed Neural Network Library

Wei Peng, Jun Zhang, Weien Zhou et al. · arXiv (Cornell University) · 2021 · 15 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16