Bibliometrics:
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2021
Index handling and assign optimization for Algorithmic Differentiation reuse index managers Miscellaneous
arXiv cs.MS 2006.12992, 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.
Coupled Adjoints for Conjugate Heat Transfer in Variable Density Incompressible Flows Journal Article
In: AIAA 2019-3668, 2019.
Discrete Adjoint for Unsteady Incompressible Flows Using a Density-based Formulation Journal Article
In: AIAA 2019-3669, 2019.
Adjoint Broadband Optimization of a Bypass Liner with Spatially Varying Impedance Journal Article
In: AIAA 2019-2485, 2019.
Noise Reduction Using a Direct-Hybrid CFD/CAA Method Journal Article
In: AIAA 2019-2579, 2019.
Adjoint-based Broadband Noise Minimization using Stochastic Noise Generation Journal Article
In: AIAA 2019-2697, 2019.
Challenges in Sensitivity Computations for (D) DES and URANS Journal Article
In: AIAA 2019-0169, 2019.
Towards Adjoint-based Broadband Noise Minimization using Stochastic Noise Generation Journal Article
In: AIAA 2019-0002, 2019.
A Comparative Study of Two Different CAD-Based Mesh Deformation Methods for Structural Shape Optimization Journal Article
In: Computational Methods in Applied Sciences, vol. 49, pp. 47-60, 2019.
A Non-Intrusive Parallel-in-Time Approach for Simultaneous Optimization with Unsteady PDEs Journal Article
In: Optimization Methods and Software, vol. 34, no. 6, pp. 1306–1321, 2019.
Robust Airfoil Design in the Context of Multi-objective Optimization Journal Article
In: Computational Methods in Applied Sciences, vol. 48, pp. 391-403, 2019.
2018
New Results for the Handling of Additional Equality Constraints in One-Shot Optimization Journal Article
In: Vietnam J. Math. , vol. 46, no. 4, pp. 825-836, 2018.
An Approximate Newton Smoothing Method for Shape Optimization Journal Article
In: arXiv:1807.11232, 2018.
A Non-Intrusive Parallel-in-Time Adjoint Solver with the XBraid Library Journal Article
In: Computing and Visualization in Science, vol. 19, no. 3, pp. 85-95, 2018, ISSN: 1433-0369.
Adjoint-based Volumetric Shape Optimization of Turbine Blades Journal Article
In: AIAA 2018-3638, 2018.
Assessment of an Alternative Concept for a High- Altitude Wind-Power Generator Journal Article
In: J. Phys.: Conf. Ser., vol. 1037, no. 042023, 2018.
A Discrete Adjoint Framework for Trailing-Edge Noise Minimization via Porous Material Journal Article
In: Computers and Fluids, vol. 172, pp. 97–108, 2018.
Expression templates for primal value taping in the reverse mode of algorithmic differentiation Journal Article
In: Optimization Methods and Software, vol. 33, no. 4-6, pp. 1207-1231, 2018.
Numerical Analysis of the Impact of Variable Porosity on Trailing-Edge Noise Journal Article
In: Computers and Fluids, vol. 167, pp. 66-81, 2018.
CAD-based Adjoint Multidisciplinary Optimization of a Radial Turbine under Structural Constraints Journal Article
In: Conference Proceedings of GPPS 2018, no. GPPS-NA-2018-133, 2018.
On the Stability of Gradient Based Turbulent Flow Control without Regularization Journal Article
In: Computing and Visualization in Science, vol. submitted, 2018.
Algorithmic Differentiation for Domain Specific Languages Journal Article
In: arXiv preprint arXiv:1803.04154, 2018.
A one-shot optimization framework with additional equality constraints applied to multi-objective aerodynamic shape optimization Journal Article
In: Optimization Methods and Software, vol. 33, no. 4-6, pp. 694-707, 2018.
Coupled Adjoint-Based Sensitivities in Large-Displacement Fluid-Structure Interaction using Algorithmic Differentiation Journal Article
In: International Journal for Numerical Methods in Engineering, vol. 113, no. 7, pp. 1081–1107, 2018, (DOI 10.1002/nme.5700).
2017
Fully turbulent discrete adjoint solver for non-ideal compressible flow applications Journal Article
In: Journal of the Global Power and Propulsion Society, vol. 1, pp. 252-270, 2017, (https://doi.org/10.22261/JGPPS.Z1FVOI).