Kevin Carlberg

Efficient non‐linear model reduction via a least‐squares Petrov–Galerkin projection and compressive tensor approximations

Kevin Carlberg, Charbel Bou‐Mosleh, Charbel Farhat · International Journal for Numerical Methods in Engineering · 2010 · 651 citations

Numerical Analysis, Finite Element Method, Reduced Order Modeling +15

The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows

Kevin Carlberg, Charbel Farhat, Julien Cortial et al. · Journal of Computational Physics · 2013 · 640 citations · Full text

Numerical Analysis, Reduced Order Modeling, Engineering +12

A method for interpolating on manifolds structural dynamics reduced‐order models

David Amsallem, Julien Cortial, Kevin Carlberg et al. · International Journal for Numerical Methods in Engineering · 2009 · 220 citations

Numerical Analysis, Reduced Order Modeling, Engineering +16

Adaptive <i>h</i>‐refinement for reduced‐order models

Kevin Carlberg · International Journal for Numerical Methods in Engineering · 2014 · 132 citations · Full text

Numerical Analysis, Reduced Order Modeling, Parameter Identification +12

A low‐cost, goal‐oriented ‘compact proper orthogonal decomposition’ basis for model reduction of static systems

Kevin Carlberg, Charbel Farhat · International Journal for Numerical Methods in Engineering · 2010 · 112 citations

Numerical Analysis, Static Optimization, Reduced Order Modeling +16