David Amsallem

David Amsallem, Ph.D. Department of Aeronautics & Astronautics Stanford University Lab: Farhat Research Group Google Scholar: Personal Profile Academia.edu: Profile

Education

• Postdoctoral Scholar, Electrical Engineering and Computer Sciences, University of California, Berkeley, 2010-2011

• Ph.D., Aeronautics & Astronautics (Minor in Computational and Mathematical Engineering), Stanford University, June 2010  —  dissertation

• M.S., Aeronautics & Astronautics, Stanford University, April 2007

• M.S., Engineering Degree, Ecole Polytechnique, September 2005

• B.S., Applied Mathematics and Mechanical Engineering, Ecole Polytechnique, September 2004

Research Interests

• Model Reduction

  • Time-Critical Applications

  • Parametric Model Reduction

  • Nonlinear Model Reduction

  • Error Analysis

  • Preservation of Stability

  • Mobile Computing

• Computational Physics

  • Aeroelasticity of Full Aircraft Configurations

  • Computational Biology

  • Multi-Domain Modeling

  • Computational Fluid Dynamics (CFD)

  • Finite Element Analysis

• Optimization and Control

  • PDE-Constrained Optimization

  • Model Predictive Control

Journal Publications

• D. Amsallem, J. Nordstrom. High-Order Accurate Difference Schemes for the Hodgkin-Huxley Equations, in review  —  arXiv submission.

• D. Amsallem, C. Farhat. On the Stability of Projection-Based Linear Reduced-Order Models: Descriptor vs Non-Descriptor Forms, in review  —  arXiv submission.

• C. Farhat, E. Chiu, D. Amsallem, J-S Schotte, R. Ohayon. On the Modeling of Fuel Sloshing and Its Physical Effects on Flutter, in review.

• D. Amsallem, U. Hetmaniuk. Error Estimates for Galerkin Reduced-Order Models of the Semi-Discrete Wave Equation, in review.

• K. Carlberg, C. Farhat, J. Cortial, D. Amsallem. The GNAT Method for Nonlinear Model Reduction: Effective Implementation and Application to Computational Fluid Dynamics and Turbulent Flows, in review  —  arXiv submission.

• D. Amsallem, M. Zahr, C. Farhat. Nonlinear Model Order Reduction Based on Local Reduced-Order Bases, IJNME, Vol. 92, December 2012, pp. 891-916  —  preprint.

• D. Amsallem, C. Farhat. Stabilization of Projection-Based Reduced-Order Models, IJNME, Vol. 91, July 2012, pp. 358-377  —  preprint.

• D. Amsallem, C. Farhat. An Online Method for Interpolating Linear Parametric Reduced-Order Models, SIAM Journal on Scientific Computing, Vol. 33, Issue 5, September 2011, pp. 2169-2198  —  pdf. #2 Journal Top Download in September and October 2011.

• D. Amsallem, J. Cortial, C. Farhat. Towards Real-Time CFD-Based Aeroelastic Computations Using a Database of Reduced-Order Models, AIAA Journal, Vol. 48, September 2010, pp. 2029-2037  —  preprint.

• D. Amsallem, J. Cortial, K. Carlberg, C. Farhat. A Method for Interpolating on Manifolds Structural Dynamics Reduced-Order Models, IJNME, Vol. 80, November 2009, pp. 1241-1258  —  preprint.

• D. Amsallem, C. Farhat. Interpolation Method for the Adaptation of Reduced-Order Models to Parameter Changes and Its Application to Aeroelasticity. AIAA Journal, Vol. 46, July 2008, pp. 1803-1813  —  preprint.

Selected Refereed Conference Papers

• D. Amsallem, J. Roychowdhury. ModSpec: An Open, Flexible Specification Framework for Multi-Domain Modeling. 41st IEEE/ACM International Conference on Computer-Aided Design, November 6-10 2011, San Jose, CA.