Kevin Thomas Carlberg

Personal Profile

Title:

Former Graduate Student

Department(s):

Aeronautics and Astronautics

Location:

Durand, 028O

Mail Code:

Phone:

(650) 723-8482

Fax:

E-mail:

carlberg

@stanford.edu

URL:

http://www.stanford.edu/~carlberg/

Research Statement:

I was interested in PDE-constrained optimization, model reduction, surrogate-based optimization, iterative solvers for sparse linear systems, computational fluid dynamics, and computational structural mechanics. I worked on model reduction-based solvers for two different problem types: real-time nonlinear simulation and repeated analyses problems. These methods have been applied to the rapid design modification of Formula 1 cars and design optimization of aerospace vehicles.

Additional Information

Education:

Ph.D. Aeronautics and Astronautics, 2011, Stanford University, CA
M.S. Aeronautics and Astronautics, 2006, Stanford University, CA
B.S. Mechanical Engineering, 2005, Washington University in St. Louis, MO

Publications:

Carlberg, K. and Farhat, C., "An Adaptive POD-Krylov Reduced-Order Model for Structural Optimization", 8th World Congress on Structural and Multidisciplinary Optimization, Lisbon, Portugal, June 1–5, 2009. http://www.stanford.edu/~carlberg/Papers/CarlbergFarhatPODKrylov.pdf

Amsallem, A., Cortial, J., Carlberg, K. and Farhat, C., "A Method for Interpolating on Manifolds Structural Dynamics Reduced-Order Models", International Journal for Numerical Methods in Engineering, in press.

Carlberg, K. and Farhat, C., "A Compact Proper Orthogonal Decomposition Basis for Optimization-Oriented Reduced-Order Models", AIAA Paper 2008-5964, 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, Canada, September 10-12, 2008, http://www.stanford.edu/~carlberg/CompactPOD.pdf