Xinshuai Zhang

Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Xinshuai Zhang, Fangfang Xie, Tingwei Ji et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 356 citations

Engineering, Aerospace Engineering, Computational Engineering +12

From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration

Changdong Zheng, Tingwei Ji, Fangfang Xie et al. · Physics of Fluids · 2021 · 89 citations

Engineering, Computer Science, Actuators +16

Two-dimensional film-cooling effectiveness prediction based on deconvolution neural network

Yaning Wang, Wen Wang, Guocheng Tao et al. · International Communications in Heat and Mass Transfer · 2021 · 44 citations

Computing, Computational Engineering, Computational Heat Transfer +10

Active learning of tandem flapping wings at optimizing propulsion performance

Tingwei Ji, Fan Jin, Fangfang Xie et al. · Physics of Fluids · 2022 · 38 citations

Engineering, Aerospace Engineering, Computational Engineering +17

Deep Dry Etching of Silicon with Scallop Size Uniformly Larger than 300 nm

Yuanwei Lin, Renzhi Yuan, Xinshuai Zhang et al. · Silicon · 2018 · 20 citations

Engineering, Materials Engineering, Materials Science +12