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Research Advances in Close-Coupled Atomizer Flow and Atomizing Mechanisms 期刊论文
POWDER METALLURGY AND METAL CERAMICS, 2023, 卷号: 62, 期号: 7-8, 页码: 400-426
Authors:  Zhang M(章敏);  Zhang, Zhaoming;  Liu QS(刘秋生)
Favorite  |  View/Download：34/0  |  Submit date：2024/04/29
gas atomization  close-coupled atomizer  atomization flow field  atomization mechanism  vortex loop slit atomizer.  
Research on the primary liquid atomization mechanism of a close-coupled vortical loop slit atomizer 期刊论文
ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 8, 页码: 322476
Authors:  Zhang M(章敏);  Zhang, Zhaoming;  Liu QS(刘秋生)
Adobe PDF(4563Kb)  |  Favorite  |  View/Download：63/1  |  Submit date：2023/06/15
Vortical loop slit atomizer  Swirling flow field  Discrete phase model  Atomized droplets  Breakup model  
A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network 期刊论文
ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 3, 页码: 322302
Authors:  Xu SF(许盛峰);  Sun ZX(孙振旭);  Huang RF(黄仁芳);  Guo DL(郭迪龙);  Yang GW(杨国伟);  Ju SJ(鞠胜军)
Adobe PDF(4793Kb)  |  Favorite  |  View/Download：79/5  |  Submit date：2023/04/20
Physics informed neural network  Flow field reconstruction  Particle image velocimetry  Cosine annealing algorithm  Experimental fluid dynamics