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Author:

Vargas Venegas, Carlos

Title:

Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Fluid-Thermal-Structural Interactions

Graduate Program:

Aerospace Engineering (MS)

Keywords:

hypersonic
fluid-thermal-structural
aerothermoelasticity
data-driven
physics-driven
physics-based
reduced-order modeling
machine learning
field inversion
aerothermal
turbulent viscous-inviscid interactions
neural ordinary differential equations
direct collocation
optimization
kriging
proper-orthogonal decomposition
latin hypercube sampling
thermoelastic
hypersonic vehicle
RANS
skin-panel
two-dimensional
gaussian process regression
computational fluid dynamics
supported panel
augmentation
augmented
model augmentation
surrogate
POD-kriging
POD
algebraic
differential
algebraic augmentation
differential augmentation
NODE
PIROM
analysis

File:

Download ms-thesis-corrected.pdf

Committee Members:

Daning Huang, Thesis Advisor/Co-Advisor
Puneet Singla, Committee Member
Amy Pritchett, Program Head/Chair
Sven Schmitz, Committee Member

Author:

Johnson, Samuel

Title:

A Computational Study of Flow Over a 6:1 Prolate Spheroid at Incidence

Graduate Program:

Aerospace Engineering (MS)

Keywords:

CFD
RANS
LES
Prolate Spheroid

File:

Download SamThesis_10_31.pdf

Committee Members:

Sven Schmitz, Thesis Advisor/Co-Advisor
Thomas S Chyczewski, Jr., Committee Member
Amy Pritchett, Program Head/Chair
Xiang Yang, Committee Member
James George Coder, Committee Member

Author:

Gosin, Samuel

Title:

Computational Analysis of Boundary-Layer Instabilities on a Slotted, Natural-Laminar-Flow Airfoil

Graduate Program:

Aerospace Engineering (MS)

Keywords:

Computational Fluid Dynamics
Stationary Crossflow
SNLF Airfoils
ILES
RANS
Discrete Roughness Elements
LPSE
Boundary-Layer Transition
Wind-Tunnel Testing

File:

Download Samuel_Gosin_Thesis.pdf

Committee Members:

James George Coder, Thesis Advisor/Co-Advisor
Mark David Maughmer, Committee Member
Amy Pritchett, Program Head/Chair
Sven Schmitz, Committee Member