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| 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 |
| Artificial neural network based response surface for data-driven dimensional analysis 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19 作者: Xu ZY(许昭越); Zhang XL(张鑫磊); Wang SZ(王士召); He GW(何国威) Adobe PDF(2241Kb)  |  收藏  |  浏览/下载:342/32  |  提交时间:2022/07/18 Artificial neural network Response surface Data-driven dimensional analysis Machine learning Fluid-structure interaction |
| Reconstruction model for heat release rate based on artificial neural network 期刊论文 INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 卷号: 46, 期号: 37, 页码: 19599-19616 作者: Li B(李波); Yao W(姚卫); Li YC(李亚超); Fan XJ(范学军) Adobe PDF(5169Kb)  |  收藏  |  浏览/下载:101/25  |  提交时间:2022/10/25 Heat release rate (HRR) Artificial neural network (ANN) Proper orthogonal -12omposition (POD) Chemiluminescence Supersonic hydrogen flame |
| Development and application of ANN model for property prediction of supercritical kerosene 期刊论文 Computers and Fluids, 2020, 卷号: 209, 期号: 2020, 页码: 1-18 作者: Li B(李波); Lee YC(李亚超); Yao W(姚卫); Fan XJ(范学军) 浏览  |  Adobe PDF(10546Kb)  |  收藏  |  浏览/下载:333/120  |  提交时间:2020/08/27 Artificial Neural Network (Ann) Principle Of Extended Corresponding State (Ecs) Rp-3 Kerosene Superitical Pressure Openfoam |
| Subgrid-scale model for large-eddy simulation of isotropic turbulent flows using an artificial neural network 期刊论文 COMPUTERS & FLUIDS, 2019, 卷号: 195, 页码: UNSP 104319 作者: Zhou ZD(周志登); He GW(何国威); Wang SZ(王士召); Jin GD(晋国栋) 浏览  |  Adobe PDF(4058Kb)  |  收藏  |  浏览/下载:580/186  |  提交时间:2019/12/17 Machine learning Artificial neural network Subgrid-scale model Large-eddy simulation Isotropic turbulent flows |
| Study on Judgment Method of Combustion Mode on Dual-mode Scramjet 会议论文 7th Asian-Pacific Conference on Aerospace Technology and Science, 7th APCATS 2013, Taiwan, China, MAY 23-26, 2013 作者: Chen Q(陈强); Chen LH(陈立红); Gu HB(顾洪斌); Zhang XY(张新宇); Wang P 浏览  |  Adobe PDF(759Kb)  |  收藏  |  浏览/下载:565/186  |  提交时间:2014/03/11 Combustion Mode Scramjet Artificial Neural Network |
| Study on Judgment Method of Combustion Mode on Dual-mode Scramjet 期刊论文 Procedia Engineering, 2013, 卷号: 67, 页码: 147-154 作者: Chen Q(陈强); Chen LH(陈立红); Gu HB(顾洪斌); Zhang XY(张新宇); Wang P 浏览  |  Adobe PDF(771Kb)  |  收藏  |  浏览/下载:230/94  |  提交时间:2015/09/24 Scramjet Artificial Neural Network |