Xue Deng

Dual-path flow field reconstruction for a scramjet combustor based on deep learning

Xue Deng, Mingming Guo, Hao Chen et al. · Physics of Fluids · 2022 · 42 citations

Conventional Convolution, Convolutional Neural Network, Engineering +16

Research on time series prediction of the flow field in supersonic combustor based on deep learning

Mingming Guo, Hao Chen, Ye Tian et al. · Aerospace Science and Technology · 2023 · 26 citations

Supersonic Combustor, Deep Neural Networks, Engineering +5

Text clustering based on the improved TFIDF by the iterative algorithm

Xingheng Wang, Jun Cao, Yao Liu et al. · 2012 · 25 citations

Natural Language Processing, Naive Bayesian Classifier, Classification Method +15

Hypersonic inlet flow field reconstruction dominated by shock wave and boundary layer based on small sample physics-informed neural networks

Mingming Guo, Xue Deng, Yue Ma et al. · Aerospace Science and Technology · 2024 · 25 citations

Unsteady Flow, Compressible Flow, Engineering +8

Reconstructing the self-luminous image of a flame in a supersonic combustor based on residual network reconstruction algorithm

Xue Deng, Mingming Guo, Ye Tian et al. · Physics of Fluids · 2023 · 23 citations

Supersonic Combustor, Aeroacoustics, Self-luminous Image +15