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Study on the propulsive performance of oblique detonation engine 期刊论文
ENERGY, 2024, 卷号: 292, 页码: 11
作者:  Liu YF(刘云峰);  Han, Xin;  Zhang, Zijian
收藏  |  浏览/下载:7/0  |  提交时间:2024/04/15
Oblique detonation engine  ODE  Propulsive performance  Specific impulse  
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  
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:  Xiao TB(肖天白);  Frank, Martin
Adobe PDF(5203Kb)  |  收藏  |  浏览/下载:34/0  |  提交时间:2023/09/05
Kinetic theory  Computational fluid dynamics  Scientific machine learning  Artificial neural network  
Predicting continuum breakdown with deep neural networks 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:  Xiao TB(肖天白);  Schotthoefer, Steffen;  Frank, Martin
Adobe PDF(3004Kb)  |  收藏  |  浏览/下载:29/0  |  提交时间:2023/09/05
Computational fluid dynamics  Kinetic theory  Boltzmann equation  Multi-scale method  Deep learning  
Analysis of energy, exergy and CO2 emissions in a fiberglass furnace with oxy-fuel combustion 期刊论文
FUEL, 2023, 卷号: 348, 页码: 128484
作者:  Yao Y(姚远);  He, Junyao;  Chen, Qi;  Li T(李腾);  Li B(李博);  Wei XL(魏小林)
Adobe PDF(2563Kb)  |  收藏  |  浏览/下载:114/1  |  提交时间:2023/06/15
Energy and exergy efficiency  CO2 emission  Heat recovery  Oxy-fuel combustion  Fiberglass melting furnace  
A unified stochastic particle method based on the Bhatnagar-Gross-Krook model for polyatomic gases and its combination with DSMC 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 471, 页码: 21
作者:  Fei,Fei;  Hu Y(胡远);  Jenny,Patrick
Adobe PDF(2942Kb)  |  收藏  |  浏览/下载:155/32  |  提交时间:2022/11/21
Stochastic particle method  BGK model  DSMC  Polyatomic gas  Multiscale flows  
Divide and Conquer: A Quick Scheme for Symbolic Regression 期刊论文
INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2022, 卷号: 19, 期号: 08, 页码: 25
作者:  Luo ZT(罗长童);  Chen C(陈辰);  Jiang ZL(姜宗林)
Adobe PDF(204Kb)  |  收藏  |  浏览/下载:154/34  |  提交时间:2023/02/07
Symbolic regression  machine learning  divide and conquer  bi-correlation test  mathematical modeling  genetic programming  
Kinetic-energy-flux-constrained model using an artificial neural network for large-eddy simulation of compressible wall-bounded turbulence 期刊论文
Journal of Fluid Mechanics, 2022, 卷号: 932, 页码: A23
作者:  Yu ZP(于长平);  Yuan ZL;  Qi H(齐涵);  Wang JC;  Li XL(李新亮);  Chen SY
Adobe PDF(1504Kb)  |  收藏  |  浏览/下载:232/60  |  提交时间:2022/01/06
Gaseous Detonation Physics and Its Universal Framework Theory 专著
Beijing:Springer Nature, 2022
作者:  Jiang ZL(姜宗林);  Teng, Honghui
Adobe PDF(13641Kb)  |  收藏  |  浏览/下载:104/2  |  提交时间:2023/03/23
Multispectral infrared absorption spectroscopy for quantitative temperature measurements in axisymmetric laminar premixed sooting flames 期刊论文
CASE STUDIES IN THERMAL ENGINEERING, 2021, 卷号: 28, 页码: 11
作者:  Ma, Liuhao;  Duan, Kun;  Cheong, Kin-Pang;  Yuan CK(苑朝凯);  Ren, Wei
Adobe PDF(5899Kb)  |  收藏  |  浏览/下载:234/59  |  提交时间:2021/11/29
Temperature measurement  Sooting flame  Multispectral infrared absorption spectroscopy  Optical sensing