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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
Authors: Xiao TB(肖天白); Frank, Martin
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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
Authors: Xu ZY(许昭越); Zhang XL(张鑫磊); Wang SZ(王士召) ; He GW(何国威)
 Adobe PDF(2241Kb) | Favorite | View/Download：381/35 | Submit date：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
Authors: Li B(李波); Yao W(姚卫); Li YC(李亚超); Fan XJ(范学军)
Adobe PDF(5169Kb) | Favorite | View/Download：133/37 | Submit date：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
Authors: Li B(李波); Lee YC(李亚超); Yao W(姚卫); Fan XJ(范学军)
Adobe PDF(10546Kb) | Favorite | View/Download：354/125 | Submit date：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
Authors: Zhou ZD(周志登); He GW(何国威); Wang SZ(王士召); Jin GD(晋国栋)
Adobe PDF(4058Kb) | Favorite | View/Download：607/199 | Submit date：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
Authors: Chen Q(陈强); Chen LH(陈立红); Gu HB(顾洪斌); Zhang XY(张新宇); Wang P
Adobe PDF(759Kb) | Favorite | View/Download：583/190 | Submit date：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
Authors: Chen Q(陈强); Chen LH(陈立红); Gu HB(顾洪斌); Zhang XY(张新宇); Wang P
Adobe PDF(771Kb) | Favorite | View/Download：245/103 | Submit date：2015/09/24
Scramjet Artificial Neural Network |
