activity
20122016
most citedThe GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows

672 citations · 702 across the 8 of their papers we have counts for

collaborators
Showing 2015Show all

5 papers · 1 filter

physics.flu-dyn2015★ 2 cited

Linearized Aeroelastic Computations in the Frequency Domain Based on Computational Fluid Dynamics

David Amsallem, Daniel Neumann, Youngsoo Choi +1

An iterative, CFD-based approach for aeroelastic computations in the frequency domain is presented. The method relies on a linearized formulation of the aeroelastic problem and a f…

math.NA2015★ 3 cited

Real-time solution of computational problems using databases of parametric linear reduced-order models with arbitrary underlying meshes

David Amsallem, Radek Tezaur, Charbel Farhat

A comprehensive approach for real-time computations using a database of parameterized linear reduced-order models (ROMs) is proposed. The method proceeds by sampling offline ROMs f…

math.NA2015★ 7 cited

Robust Model Reduction by -norm Minimization and Approximation via Dictionaries: Application to Linear and Nonlinear Hyperbolic Problems

Remi Abgrall, David Amsallem

We propose a novel model reduction approach for the approximation of non linear hyperbolic equations in the scalar and the system cases. The approach relies on an offline computati…

math.NA2015

Gradient-based Constrained Optimization Using a Database of Linear Reduced-Order Models

Youngsoo Choi, Gabriele Boncoraglio, Spenser Anderson +2

A methodology grounded in model reduction is presented for accelerating the gradient-based solution of a family of linear or nonlinear constrained optimization problems where the c…

physics.comp-ph2015★ 1 cited

Projection-based model reduction for contact problems

Maciej Balajewicz, David Amsallem, Charbel Farhat

To be feasible for computationally intensive applications such as parametric studies, optimization and control design, large-scale finite element analysis requires model order redu…