An Augmented Lagrangian Trust-Region Method With Inexact Gradient Evaluations to Accelerate Constrained Optimization Problems Using Model Hyperreduction
International Journal for Numerical Methods in Fluids, 2024
Publications
You can also find my articles on my Google Scholar profile.
Journal Articles
A globally convergent method to accelerate large-scale optimization using on-the-fly model hyperreduction: Application to shape optimization
Journal of Computational Physics, 2023
Visualization of local deposition of nebulized aerosols in a human upper respiratory tract model
Journal of Visualization , 2017
Understanding the mechanisms underlying pulsating aerosol delivery to the maxillary sinus: In vitro tests and computational simulations
International Journal of Pharmaceutics, 2017
Conference Proceedings
An augmented Lagrangian trust-region method to accelerate equality-constrained shape optimization problems using model hyperreduction
AIAA SciTech 2023 Forum, 2023
Development of a new transitional flow model integrating the one-equation Wray-Agarwal turbulence model with an algebraic intermittency transport term
AIAA Aviation 2021 Forum, 2021
Development of a One-Equation Algebraic Reynolds Stress Model based on k-kL Closure
AIAA Aviation 2019 Forum, 2019
A New Extension of Wray-Agarwal Wall Distance Free Turbulence Model to Rough Wall Flows
AIAA SciTech 2019 Forum, 2019
Workshop Papers
Physics-informed reduced order model with conditional neural fields
NeurIPS 2024 Workshop: Machine Learning and the Physical Sciences, 2024
Reduced-order modeling for parameterized PDEs via implicit neural representations
NeurIPS 2023 Workshop: Machine Learning and the Physical Sciences, 2023