A non-intrusive reduced-basis (RB) method is proposed for parametrized unsteady flows. A set of reduced basis functions are extracted from a collection of high-fidelity solutions via a …
Store separation from aircraft and spacecraft has been a critical issue for the aerospace industry. A potential remedy to reduce resources and to improve turn around time in store …
The impact of chemical reactions on the robustness and accuracy of projection-based reduced-order models (ROMs) of fluid flows is investigated. Both Galerkin and least squares …
A method for obtaining combustion response functions from experiments or detailed computational fluid dynamic (CFD) analyses is described and used in a quasi one …
The challenges involved in employing projection-based methods to develop accurate and robust Reduced-Order Models (ROMs) for reacting flows are investigated. The evaluations …
Instabilities driven by the coupling between heat release, hydrodynamics and acoustics constitute a prominent, but undesirable aspect in the design of practical combustors. In liquid …
We put forth a long short-term memory (LSTM) nudging framework for the enhancement of reduced order models (ROMs) of fluid flows utilizing noisy measurements for air traffic …
AT Mohan, K Nagarajan, D Livescu - arXiv preprint arXiv:2107.07559, 2021 - arxiv.org
Turbulent flow control has numerous applications and building reduced-order models (ROMs) of the flow and the associated feedback control laws is extremely challenging …
View Video Presentation: https://doi. org/10.2514/6.2021-0364. vid Store separation from aircraft and spacecraft has been a critical, and in some cases fatal, issue for the aerospace …