This study investigates the impact of the high-temperature effect, especially the real gas
effect and chemical reactions, on hypersonic aerothermodynamic solutions of double cone …

This paper presents a novel physics-infused reduced-order modeling (PIROM) methodology
for efficient and accurate modeling of nonlinear dynamical systems. The PIROM consists of a …

Elaborate methodologies have been developed to study the thermo-chemical response of
materials in high-enthalpy flows. To reach the high magnitudes of heat flux encountered in …

View Video Presentation: https://doi. org/10.2514/6.2023-4350. vid This paper focuses on
the challenges associated with the existing dynamic mode decomposition (DMD) techniques …

Fast and accurate predictions about the flow field surrounding a hypersonic flight vehicle are
necessary for both early design phases and autonomous vehicle control. The complex flow …

We present a framework for establishing credibility of a machine learning (ML) model used
to predict a key process control variable setting to maximize product quality in a component …

Modal analysis has become an essential tool to understand the coherent structure of
complex flows. The classical modal analysis methods, such as dynamic mode …

The trade between computational cost and model accuracy is a fundamental challenge in
engineering design: models of higher fidelity (ie physical accuracy) typically require …

This tutorial paper presents the surrogate modeling based on Gaussian process regression
(GPR) and its application in the hypersonic aero-thermo-servo-elastic analysis, a key …

Although considerable advancements have been made during the past several decades in
hypersonic vehicle technologies, there are still numerous unresolved experimental and …