An accurate surrogate model is capable of reproducing high-fidelity results at a fraction of the computational cost. coKriging is an efficient method for constructing surrogate models …
C Vargas Venegas, D Huang - AIAA journal, 2023 - arc.aiaa.org
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 …
This study describes the development of an efficient aerothermoelastic computational framework and its application to the aerothermoelastic scaling law development. In the …
CA Vargas Venegas, D Huang - AIAA Scitech 2021 Forum, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-1707. vid The accurate and efficient prediction of aerothermal loads over the hypersonic vehicles during atmospheric …
Sustained hypersonic flight remains a state-of-the-art problem, with limited examples of vehicles capable of performing in this extreme environment for extended periods of time …
This study describes the development of an optimization framework for generating hypersonic aerothermoelastic scaling laws using a novel two-pronged approach. The …
CA Vargas Venegas, D Huang - AIAA SCITECH 2022 Forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-0989. vid This paper presents the Physics-Infused Reduced Order Modeling (PIROM) methodology. It integrates 1) a physics …
This study describes the development of an efficient aerothermoelastic computational framework and its application to aerothermoelastic scaling law development. In the …
Coupled aerothermoelastic analysis is required to predict the response of a hypersonic vehicle panel. The required computational effort of the coupled multidisciplinary analysis …