Kevin Thomas Carlberg

Personal Profile

Title:

Former Graduate Student

Department(s):

Aeronautics & 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. in Aeronautics and Astronautics, 2011, Stanford University, CA, USA
M.S. in Aeronautics and Astronautics, 2006, Stanford University, CA, USA
B.S. in Mechanical Engineering, 2005, Washington University in St. Louis, Missouri, USA

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