Semi-Intrusive Uncertainty Propagation and Adjoint Sensitivity Analysis Using the Stochastic Galerkin Method
Published:
22nd AIAA Non-Deterministic Approaches Conference, Orlando, Florida, Jan 2020
Posts by Category
conferences
Adjoint-based derivative evaluation methods for flexible multibody systems with rotorcraft applications
Published:
55th AIAA Aerospace Sciences Meeting, Grapevine, Texas, Jan 2017; Special Session on Sensitivity Analysis of High-Fidelity Rotorcraft Computations
A Scalable Adjoint Method for Coupled Flexible Multibody Dynamics
Published:
57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, San Diego, California, Jan 2016
Robust Optimization of a Wing Under Structural and Material Uncertainties
Published:
17th AIAA Non-Deterministic Approaches Conference, Kissimmee, Florida, Jan 2015
Robust Optimizations of Structural and Aerodynamic Designs
Published:
15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, Georgia, June 2014
A Multivariate Interpolation and Regression Enhanced Kriging Surrogate Model
Published:
21st AIAA Computational Fluid Dynamics Conference, San Diego, California, June 2013
Building Aerodynamic Databases Using Enhanced Kriging Surrogate Models
Published:
AIAA Region III Student Conference, Chicago, Illinois, April 2013
journals
Semi-Intrusive Stochastic Galerkin Finite Element Method for Adjoint-Based Optimization Under Uncertainty
Published:
Journal of Aerospace Information Systems; Volume 21; Number 9; Year 2024
Parallel Finite Element Framework for Rotorcraft Multibody Dynamics and Adjoint Sensitivities
Published:
AIAA Journal; Volume 57; Number 8; 2019; Special Issue on Sensitivity Analysis for Rotorcraft Optimization
Unified Framework for Training Point Selection and Error Estimation for Surrogate Models
Published:
AIAA Journal; Volume 53; Number 1; 2015
thesis
Adjoint Based Design Optimization of Systems with Time Dependent Physics and Probabilistically Modeled Uncertainties
Published:
Ph.D. Dissertation; School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, Georgia, 2020
Uncertainty Quantification and Optimization Under Uncertainty Using Surrogate Models
Published:
Masters Thesis; Department of Mechanical and Aerospace Engineering, University of Dayton, Dayton, Ohio, 2014