研究论文
Supersonic combustion flow field reconstruction based on multi-view domain adaptation generative network in scramjet combustor
Mingming Guo, Erda Chen, Ye Tian, Linjing Li, Mengqi Xu, Jialing Le, Hua Zhang
Southwest University of Science and Technology China Aerodynamics Research and Development Center
来源Engineering Applications of Artificial Intelligence
年份2024
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学术脉络
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物理Model Reduction and Neural Networks
Computational Fluid Dynamics and Aerodynamics · Heat transfer and supercritical fluids
参考文献 27
Experimental study of oscillations in a scramjet combustor with cavity flameholders
被引 124Hongbo Wang, Zhenguo Wang, Mingbo Sun · Experimental Thermal and Fluid Science · 2012
Searching for turbulence models by artificial neural network
被引 283Masataka Gamahara, Yuji Hattori · Physical Review Fluids · 2017
Reynolds averaged turbulence modelling using deep neural networks with embedded invariance
被引 1,634Julia Ling, Andrew J. Kurzawski, Jeremy Alan Templeton · Journal of Fluid Mechanics · 2016
此处列出前 3 条
引用本文 9
Effects of flight dynamic pressure on plume temperature distribution and heat release characteristic in the kerosene-fueled scramjet
被引 9Weiguang Cai, Shu Zheng, Qihao Jia · Physics of Fluids · 2025
Deep reconstruction of schlieren images for scramjet combustion flow field analysis using FCSD-net with feature completion strategy
被引 6Linjing Li, Ye Tian, Xue Feng Deng · Aerospace Science and Technology · 2025
Flame structure reconstruction in a supersonic combustor based on lightweight contextual encoding coordinate attention network
被引 3Bangzhuo An, Jiawen Deng, Maotao Yang · Physics of Fluids · 2025
按被引量排序，此处列出前 3 条