A deep learning approach for the velocity field prediction in a scramjet isolator

C Kong, J Chang, Y Li, Z Wang - Physics of Fluids, 2021 - pubs.aip.org
The accurate parameter prediction of a flow field is of practical significance to promote the
development of hypersonic flight. Velocity field prediction using deep learning is a promising …

Interaction of shock train with cavity shear layer in a scramjet isolator

VR Petha Sethuraman, Y Yang, JG Kim - Physics of Fluids, 2023 - pubs.aip.org
The interaction between the self-excited shock train flow and the cavity shear layer in a
scramjet isolator is investigated numerically using detached-eddy simulations. The effect of …

Oscillation of the shock train under synchronous variation of incoming Mach number and backpressure

Z Wang, J Chang, Y Li, R Chen, W Hou, J Guo… - Physics of …, 2022 - pubs.aip.org
Experiments were conducted to characterize shock train oscillation under the simultaneous
variation of the incoming Mach number and backpressure. Under steady and low-frequency …

Shock and shear layer interactions in a confined supersonic cavity flow

SK Karthick - Physics of Fluids, 2021 - pubs.aip.org
The impinging shock of varying strengths on the free shear layer in a confined supersonic
cavity flow is studied numerically using the detached eddy simulation. The resulting …

Experimental investigation of shock train behavior in a supersonic isolator

Z Wang, J Chang, G Wu, D Yu - Physics of Fluids, 2021 - pubs.aip.org
For a better understanding of the shock train structure and its dynamic oscillation features,
wind tunnel experiments with linear and stepwise increase backpressure were conducted …

Aerodynamic Instabilities in High-Speed Air Intakes and Their Role in Propulsion System Integration

AL Philippou, PK Zachos, DG MacManus - Aerospace, 2024 - mdpi.com
High-speed air intakes often exhibit intricate flow patterns, with a specific type of flow
instability known as 'buzz', characterized by unsteady shock oscillations at the inlet. This …

Shock train/glancing shock/boundary layer interaction in a curved isolator with sidewall contraction

G Liang, HX Huang, HJ Tan, ZQ Luo, XB Tang… - Physics of …, 2022 - pubs.aip.org
Herein, a curved isolator with sidewall contraction of a hypersonic scramjet is extracted and
simplified. The flow characteristics in the isolator with an entrance Mach number of 3.46 are …

High temperature non-equilibrium flow characteristics of impinging shock/flat-plate turbulent boundary layer interaction at Mach 8.42

C Dai, B Sun, D Zhao, S Zhou, C Zhou, Y Man - Physics of Fluids, 2023 - pubs.aip.org
There are fewer reports on the impinging shock/boundary layer interaction in the high Mach
number and high-temperature flow than that in the supersonic flow. High-temperature flow …

[HTML][HTML] Data-driven super-resolution reconstruction of supersonic flow field by convolutional neural networks

C Kong, J Chang, Z Wang, Y Li, W Bao - AIP Advances, 2021 - pubs.aip.org
The pursuit of high-resolution flow fields is meaningful for the development of hypersonic
technology. Flow field super-resolution (SR) based on deep learning is a novel and effective …

Experimental investigations of hypersonic inlet unstart/restart process and hysteresis phenomenon caused by angle of attack

S Xu, Y Wang, Z Wang, X Fan, B Xiong - Aerospace Science and …, 2022 - Elsevier
In this study, the unstart/restart process of a hypersonic inlet caused by the angle of attack
(AOA) is experimentally performed at a Mach number of 5.0, and the unsteady flow …