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DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:  Lv JQ(吕家琦);  Hong QZ(洪启臻);  Wang XY(王小永);  Mao, Zhiping;  Sun QH(孙泉华)
Adobe PDF(5558Kb)  |  收藏  |  浏览/下载：64/0  |  提交时间：2023/09/26
Hypersonic  Thermochemical nonequilibrium  State-to-state approach  Deep learning  Multiphysics  Data assimilation  
Inelastic N-2+H-2 collisions and quantum-classical rate coefficients: large datasets and machine learning predictions 期刊论文
EUROPEAN PHYSICAL JOURNAL D, 2023, 卷号: 77, 期号: 7, 页码: 128
作者:  Hong QZ(洪启臻);  Storchi, Loriano;  Bartolomei, Massimiliano;  Pirani, Fernando;  Sun QH(孙泉华);  Coletti, Cecilia
Adobe PDF(3024Kb)  |  收藏  |  浏览/下载：32/0  |  提交时间：2023/09/05
Rebuilding experimental nonequilibrium radiation in shock-heated Martian-like mixture flows using electronic state-to-state approach 会议论文
8th International Symposium on Physics of Fluids (ISPF), Xian, PEOPLES R CHINA, JUN 10-13, 2019
作者:  Hong QZ(洪启臻);  Wang XY(王小永);  Hu Y(胡远);  Lin X(林鑫);  Sun QH(孙泉华)
Adobe PDF(749Kb)  |  收藏  |  浏览/下载：77/38  |  提交时间：2022/11/24
Electronic state-to-state approach  nonequilibrium radiation  Martian-like mixture