2021
Aeroacoustic Analysis of a Wing-Tip Mounted Propeller Configuration Journal Article
In: AIAA 2021-2224, 2021.
Investigating particle track topology for range telescopes in particle radiography using convolutional neural networks Journal Article
In: Acta Oncologica, 1-6, 2021.
Food sharing and time budgeting in predator-prey interaction Journal Article
In: Communications in Nonlinear Science and Numerical Simulation, vol. 97, 2021, ISSN: 1007-5704.
Aerostructural wing shape optimization assisted by algorithmic differentiation Journal Article
In: Structural and Multidisciplinary Optimization, vol. 64, pp. 739–760, 2021.
Impact of Optimized Trailing Edge Shapes on Noise Generation Journal Article
In: Lecture Notes in Mechanical Engineering, pp. 223-228, 2021.
Regularization for Adjoint-Based Unsteady Aerodynamic Optimization Using Windowing Techniques Journal Article
In: AIAA Journal, vol. 59, no. 7, 2021.
Event-Based Automatic Differentiation of OpenMP with OpDiLib Miscellaneous
preprint arXiv:2102.11572, 2021.
Efficient Airframe Noise Reduction Framework via Adjoint-Based Shape Optimization Journal Article
In: AIAA Journal , vol. 59, no. 2, pp. 580-595, 2021.
Fast Sensitivity Analysis for the Design of Morphing Airfoils at Different Frequency Regimes Journal Article
In: In Springer Book: Advances in Critical Flow Dynamics Involving Moving/Deformable Structures with Design Applications, pp. 505-516, 2021.
Uncertainty Quantification for a Turbulent Round Jet Using Multifidelity Karhunen-Loeve Expansions Journal Article
In: AIAA 2021-1367, 2021.
Machine learning enhancement of Spalart-Allmaras Turbulence Model using Convolutional Neural Network Journal Article
In: AIAA 2021-1017, 2021.
Towards an Open-Source Framework for Aero-Structural Design and Optimization Within the SU2 Suite Journal Article
In: Computational Methods in Applied Sciences, vol. 55, pp. 291-306, 2021.
Robustness Measures for Multi-objective Robust Design Journal Article
In: Computational Methods in Applied Sciences, vol. 55, pp. 179-190, 2021.
Index handling and assign optimization for Algorithmic Differentiation reuse index managers Miscellaneous
arXiv cs.MS 2006.12992, 2021.
2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), 2021.
2020
Efficient Airframe Noise Reduction Framework via Adjoint-Based Shape Optimization Journal Article
In: AIAA Journal, 2020.
AutoMat — Automatic Differentiation for Generalized Standard Materials on GPUs Miscellaneous
preprint arXiv:2006.04391, 2020.
Simulation and Sensitivity Analysis of a Wing-Tip Mounted Propeller Configuration from the Workshop for Integrated Propeller Prediction (WIPP) Journal Article
In: AIAA 2020-2683, 2020.
Windowing Regularization Techniques for Unsteady Aerodynamic Shape Optimization Journal Article
In: AIAA 2020-3130, 2020.
Coupled Discrete Adjoints for Multiphysics in SU2 Journal Article
In: AIAA 2020-3139, 2020.
Layer-Parallel Training of Deep Residual Neural Networks Journal Article
In: SIAM Journal on Mathematics of Data Science, vol. 2, no. 1, pp. 1-23, 2020.
Acoustic Characterization of Glaze and Rime Ice Structures on an Oscillating Airfoil via Fully Unsteady Simulations Journal Article
In: Journal of the American Helicopter Society, accepted for publication, 2020.
Towards Design of Airfoil Pressure Tap Locations for Real-Time Predictions Under Uncertainty Using Bayesian Neural Networks Journal Article
In: AIAA 2020-0906, 2020.
Exploring Unstructured Mesh Adaptation for Hybrid Reynolds-Averaged Navier–Stokes/Large Eddy Simulation Journal Article
In: AIAA 2020-1139, 2020.
Correlation Effects in Bayesian Neural Networks for Computational Aeroacoustics Ice Detection Journal Article
In: AIAA 2020-1414, 2020.
Development of a Real-Time In-Flight Ice Detection System via Computational Aeroacoustics and Bayesian Neural Networks Journal Article
In: AIAA 2020-1638, 2020.
Adjoint-based Trailing-edge Noise Minimization using Stochastic Noise Generation Journal Article
In: AIAA 2020-1727, 2020.
Global Aerodynamic Design Optimization via Primal-Dual Aggregation Method Journal Article
In: Notes on Numerical Fluid Mechanics and Multidisciplinary Design, vol. 142, pp. 48-57, 2020.
Accurate gradient computations for shape optimization via discrete adjoints in CFD-related multiphysics problems Journal Article
In: Notes on Numerical Fluid Mechanics and Multidisciplinary Design, vol. 142, pp. 27-36, 2020.
Efficient Design Optimization of Acoustic Liners for Engine Noise Reduction Journal Article
In: AIAA Journal, vol. 58, no. 3, pp. 1140-1156, 2020.
2019
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks Journal Article
In: 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC), 2019.
Scalable Hyperparameter Optimization with Lazy Gaussian Processes Journal Article
In: 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC), 2019.
Algorithmic Differentiation for Cloud Schemes Journal Article
In: Geoscientific Model Development Discussions, pp. 1-23, 2019.
Algorithmic differentiation for cloud schemes (IFS Cy43r3) using CoDiPack (v1.8.1) Journal Article
In: Geoscientific Model Development, vol. 12, pp. 5197-5212, 2019.
High-Performance Derivative Computations using CoDiPack Journal Article
In: ACM Transactions on Mathematical Software (TOMS), vol. 45, no. 4, 2019.
Efficient Design Optimization of Acoustic Liners for Engine Noise Reduction Journal Article
In: AIAA Journal, 2019.
In: SMAI Journal of Computational Mathematics, vol. 5, pp. 89-129, 2019.
Discrete adjoint gradient evaluations for linear stress and vibration analysis Journal Article
In: Computing and Visualization in Science, vol. 21, no. 1-6, pp. 23-31, 2019.
Hybrid RANS/LES Simulation of Vortex Breakdown Over a Delta Wing Journal Article
In: AIAA 2019-3524, 2019.
Towards Real-Time In-Flight Ice Detection Systems via Computational Aeroacoustics and Machine Learning Journal Article
In: AIAA 2019-3103, 2019.