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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
Authors:
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)
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View/Download:77/3
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Submit date:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Spectral insight into the interface evolution of a carbon/carbon composite under high-enthalpy, nonequilibrium flow
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 10, 页码: 13
Authors:
Fang SH(方思晗)
;
Lin X(林鑫)
;
Yang JN(杨俊娜)
;
Zeng, Hui
;
Zhu, Xingying
;
Zhou, Fa
;
Ou, Dongbin
;
Li FI(李飞i)
;
Yu XL(余西龙)
Adobe PDF(4126Kb)
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View/Download:48/8
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Submit date:2024/02/26
A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 95, 期号: 1, 页码: 18
Authors:
Xiao TB(肖天白)
;
Kusch, Jonas
;
Koellermeier, Julian
;
Frank, Martin
Adobe PDF(1737Kb)
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Submit date:2023/04/20
Computational fluid dynamics
High order methods
Flux reconstruction
Uncertainty quantification
Stochastic Galerkin
Gas-surface interactions in a large-scale inductively coupled plasma wind tunnel investigated by emission/absorption spectroscopy
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 8, 页码: 14
Authors:
Fang SH(方思晗)
;
Lin X(林鑫)
;
Zeng, Hui
;
Zhu, Xingying
;
Zhou, Fa
;
Yang JN(杨俊娜)
;
Li F(李飞)
;
Ou, Dongbin
;
Yu XL(余西龙)
Adobe PDF(5914Kb)
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Submit date:2022/09/16
On the evolution of n-octane atomization characteristics using an air-assisted intermittent spray method
期刊论文
FUEL PROCESSING TECHNOLOGY, 2022, 卷号: 231, 页码: 17
Authors:
Wu, Hao
;
Zhang, Fujun
;
Zhang, Zhenyu
;
Wu K(吴坤)
;
Fan XJ(范学军)
Adobe PDF(14380Kb)
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Submit date:2022/06/11
Air-assisted spray
Droplet size-velocity joint probability density
function
Sauter Mean Diameter
Turbulent intensity
Slip velocity
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
Authors:
Yu ZP(于长平)
;
Yuan ZL
;
Qi H(齐涵)
;
Wang JC
;
Li XL(李新亮)
;
Chen SY
Adobe PDF(1504Kb)
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View/Download:248/69
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Submit date:2022/01/06
On jet-wake flame stabilization in scramjet: A LES/RANS study from chemical kinetic and fluid-dynamical perspectives
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2022, 卷号: 120, 页码: 12
Authors:
Wu K(吴坤)
;
Zhang, Peng
;
Fan XJ(范学军)
Adobe PDF(3834Kb)
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View/Download:344/54
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Submit date:2022/01/24
Supersonic combustion
Jet-wake flame stabilization
Hybrid LES
RANS
Detailed hydrogen chemistry
Counter-rotating vortex pair
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
Authors:
Ma, Liuhao
;
Duan, Kun
;
Cheong, Kin-Pang
;
Yuan CK(苑朝凯)
;
Ren, Wei
Adobe PDF(5899Kb)
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Submit date:2021/11/29
Temperature measurement
Sooting flame
Multispectral infrared absorption spectroscopy
Optical sensing
Transient buildup and dissipation of a compressed plasma shockwave in arc-discharge plasma beams
期刊论文
Plasma Sources Science and Technology, 2021, 卷号: 30, 期号: 12, 页码: 15
Authors:
Zhang,Zhe
;
Fu,Yifeng
;
Zhang,Zun
;
Lin X(林鑫)
;
Qi,Jiayun
;
Ling,William Yeong Liang
;
Tang,Haibin
;
Herdrich,Georg
Adobe PDF(3997Kb)
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Submit date:2022/01/24
electric propulsion
plasma shockwave
ultra-high speed imaging
plasma compression
Determining the time-resolved mass flow rates of hybrid rocket fuels using laser absorption spectroscopy
期刊论文
ACTA ASTRONAUTICA, 2021, 卷号: 188, 页码: 110-120
Authors:
Wang ZZ(王泽众)
;
Lin X(林鑫)
;
Li F(李飞)
;
Peng JL(彭锦龙)
;
Liu, Yan
;
Zhang ZL(张泽林)
;
Fang SH(方思晗)
;
Yu XL(余西龙)
Adobe PDF(6496Kb)
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Submit date:2021/11/01
Hybrid rocket engine
Fuel mass flow rate
Tunable diode laser absorption spectroscopy
Temperature
Partial pressure