About Me
I am a recent Ph.D. graduate from Stanford's Institute for Computational and Mathematical Engineering (iCME). I work on parameterized matrix equations with specific applications to problems in uncertainty quantification. My adviser, Gianluca Iaccarino, is an assistant professor in the mechanical engineering department whose interests include turbulence simulation and uncertainty quantification.
Research
My research interests include parameterized matrix equations, uncertainty quantification, polynomial and rational approximtion, and numerical linear algebra.
Papers
- P. Constantine, D. Gleich, and G. Iaccarino. Spectral Methods for Parameterized Matrix Equations. submitted.
- P. Constantine, A. Doostan, and G. Iaccarino. A Hybrid Uncertainty Propagation Scheme for Convective Heat Transfer Problems. AIAA-2008-1723.
- M. Eldred, C. Webster, and P. Constantine. Evaluation of Non-Intrusive Approaches to Wiener-Askey Generalized Polynomial Chaos AIAA-2008-1892.
- P. Constantine and D. Gleich. Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model. Proceedings of the 5th Workshop on Algorithms and Models for the Web Graph, 2007.
Projects
- How I Got Lost in a Random Domain. For ME408: Spectral Methods (Fall 2006).
- Nothin' But Net: Computing the Minimum Potential Energy of a Chain-link Net. For CME304: Numerical Optimization (Winter 2006).
- Gossip-based Prediction Market Simulation. For MS&E337: Information Networks (Fall 2005).
- Cold Hard Cache: Your Key to Cache-friendly Code. Wrote an application in C that profiles a CPU, runs various memory benchmark tests, and generates a report with 3-D plots detailing the performance results. For CME212: Intro to Large Scale Computing (Winter 2005).
Contact
paul [DOT] constantine [AT] stanford [DOT] edu
Last modified Friday, 30-Oct-2009 02:50:14 PM