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Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Hypersonic Aerothermoelastic Analysis
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 …
for efficient and accurate modeling of nonlinear dynamical systems. The PIROM consists of a …
Expedient hypersonic aerothermal prediction for aerothermoelastic analysis via field inversion and machine learning
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 …
efficient prediction of aerothermal loads over the hypersonic vehicles during atmospheric …
Robust aerodynamic shape optimization using a novel multi-objective evolutionary algorithm coupled with surrogate model
X Tian, J Li - Structural and Multidisciplinary Optimization, 2020 - Springer
The fruit fly optimization algorithm (FOA) is a newly developed bio-inspired algorithm that
has exhibited enormous values in engineering optimization. In this study, an effective multi …
has exhibited enormous values in engineering optimization. In this study, an effective multi …
A high-fidelity coupling framework for aerothermoelastic analysis and adjoint-based gradient evaluation
View Video Presentation: https://doi. org/10.2514/6.2021-0407. vid Recent interest in novel
supersonic vehicles has highlighted the need for accurate and efficient aerothermoelastic …
supersonic vehicles has highlighted the need for accurate and efficient aerothermoelastic …
Aero-structural optimization of supersonic wing under thermal environment using adjoint-based optimization algorithm
J Guo, Y Li, M Xu, X An, G Li - Structural and Multidisciplinary Optimization, 2021 - Springer
For solving the problems of jig-shape design and aerodynamic shape design at the same
time, based on the aero-thermo-structural (ATS) analysis model, the paper presents a …
time, based on the aero-thermo-structural (ATS) analysis model, the paper presents a …
Physics-infused reduced order modeling of hypersonic aerothermal loads for aerothermoelastic analysis
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 …
Physics-Infused Reduced Order Modeling (PIROM) methodology. It integrates 1) a physics …
Multi-Objective Optimization Framework for Hypersonic Aerothermoelastic Scaling Laws and Its Application
D Huang, PP Friedmann - AIAA journal, 2020 - arc.aiaa.org
AIRBREATHING hypersonic vehicles have the potential to revolutionize global
transportation by vastly reducing travel time between distant locations. The last decade has …
transportation by vastly reducing travel time between distant locations. The last decade has …
Development of Weak-Form Physics-Infused Reduced-Order Modeling With Applications
CA Vargas Venegas, D Huang - AIAA SCITECH 2024 Forum, 2024 - arc.aiaa.org
A novel physics-infused reduced-order modeling (PIROM) methodology has recently been
developed for the synthesis of highly efficient, accurate, and generalizable non-linear …
developed for the synthesis of highly efficient, accurate, and generalizable non-linear …
Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Fluid-Thermal-Structural Interactions
C Vargas Venegas - 2022 - etda.libraries.psu.edu
Although considerable advancements have been made during the past several decades in
hypersonic vehicle technologies, there are still numerous unresolved experimental and …
hypersonic vehicle technologies, there are still numerous unresolved experimental and …