Due to the significant improvement in computing power and the rapid advancement of data
processing technologies, artificial intelligence (AI) has introduced new tools and …

The annular scram combustor is a popular configuration for combined engines owing to its
compatibility with both turbines and rockets and its ability to withstand high flame …

This paper proposed the physical information residual spatial pyramid pooling (PIResSpp)
convolutional neural network that is highly robust and introduces a residual neural network …

We describe an update to our open-source Python package, PCAfold, designed to help
researchers generate, analyze and improve low-dimensional data manifolds. In the current …

This study presents a comprehensive investigation into water jet injection dynamics in
supersonic crossflows, employing a hybrid approach that integrates machine learning …

Mixing of ethylene secondary jet injected behind a curved pylon in supersonic cross-flow at
a Mach number of 1.65 has been studied numerically with experimental validation. For the …

Scramjet engines represent one of the most promising alternatives to power hypersonic
vehicles, although the peculiarities of supersonic combustion raise many challenges …

Conceptual design studies performed with reduced-order approaches allow feasibility and
sizing considerations of air-breathing engines to be configured at an affordable …

Pulse injection enhances mixing and promote combustion in a combustor, but its effects are
influenced by many design parameters that are not fully understood. Traditional …

In this paper, the numerical simulation of the swept strut ramjet combustor was carried out
under wide-range conditions (Ma 3= 1.8∼ 5.0), and the pressure drag characteristics of the …