Presentations

Upcoming Talks:

Invited Talks:

  • Accelerated Bayesian inference with transport maps, Matthew Parno and Youssef Marzouk. SIAM CSE 2015

  • Exploiting Geometry in MCMC Using Optimal Transport Theory. Matthew Parno and Youssef Marzouk, SIAM UQ, Savannah, GA. April, 2014.

  • Multiscale Methods for Large-Scale Bayesian Inversion, Matthew Parno and Youssef Marzouk, SIAM CSE, Boston, MA. March, 2013.

  • Post-Inference Design Applied to Largescale PDE Systems, Matthew Parno and Youssef Marzouk, INFORMS Computing Society, Sante Fe, NM. January 2013.

  • Post-inference Optimization in a Multi-scale Bayesian Setting, Matthew Parno and Youssef Marzouk, SIAM Conference on Optimization, Darmstadt, Germany, May 2011

  • Multiscale Methods for Statistical Inference in Elliptic Problems, Matthew Parno and Youssef Marzouk, SIAM CSE, Reno, NV. Feb. 2011

  • Efficient Multiscale Bayesian Inference and iterative nonlinear conditioning, Matthew Parno, Clarkon University Mathematics Colloquium, Potsdam, NY. Dec. 2010.

  • Multi-Scale Bayesian Uncertainty Quantification and Inversion , Matthew Parno and Youssef Marzouk, Clarkon University Mathematics Colloquium, Potsdam, NY. Nov. 2009.

  • Surrogate Optimization Techniques for Mixed-Integer Nonlinear Problems, Matthew Parno, Kathleen Fowler, and Thomas Hemker, SIAM Conference on Optimization, Boston, MA, May 2008

Contributed Talks:

  • Multiscale Robust Optimization, Matthew Parno and Youssef Marzouk, Computational Methods in Water Resources. Champaign, IL, June, 2012.

  • A framework for multiscale inference with applications in Elliptic problems. Matthew Parno and Youssef Marzouk, SIAM conference on Uncertainty Quantification. Raleigh, NC. April 2012.

  • Analysis of the Ensemble Kalman Filter in Porous Media Inference, Matthew Parno, Bart van Bloemen Waanders, Sean McKenna, Youssef Marzouk, and Jaideep Ray, SIAM Annual Conference, Pittsburgh, PA, July 2010

  • Point Ranking for Asynchronous Parallel Optimization, M.Parno, I. Akrotirianakis, K. Fowler, G. Gray, J. Griffin, and T. Hemker.  Copper Mountain Conference on Iterative Methods, Copper, CO. February, 2010. 

  • The Use of Surrogate Functions for Hybrid MINLP Particle Swarm Optimization, Matthew Parno, Kathleen Fowler, and Thomas Hemker, SIAM CSE, Miami, FL. Feb. 2009

  • A Framework for Particle Swarm Optimization with Surrogate Functions, Matthew Parno, Kathleen Fowler, Thomas Hemker, Copper Mountain Conference on Iterative Methods, Copper, CO. Feb. 2008

  • Plume Containment Using Particle Swarm Optimization, Matthew Parno, Kathleen Fowler, and Thomas Hemker, SIAM CSE, Costa Mesa, CA. Feb. 2007

Poster Presentations:

  • MUQ (MIT Uncertainty Quantification): Flexible software for connecting algorithms and applications, Matthew Parno, Patrick Conrad, Andrew Davis, and Youssef Marzouk. SIAM CSE 2015

  • Transport maps for geometry-accelerated MCMC, Matthew Parno and Youssef Marzouk, ISBA World Meeting, Cancun, Mexico. July 2014.

  • Using multiscale structure and transport maps for high-dimensional inverse problems, Matthew Parno and Youssef Marzouk, MCMSki, Chamonix, France. Jan. 2014 

  • Differential geometric approaches for efficient Bayesian inference, Matthew Parno and Youssef Marzouk, DOE SCGF Annual Meeting, July 2012

  • A multiscale framework for Bayesian inference in Elliptic Problems, Matthew Parno and Youssef Marzouk, DOE SCGF Annual Meeting, July 2011.

  • Groundwater Plume Containment Using Particle Swarm Optimization, Matthew Parno and Kathleen Fowler, Clarkson Center for the Environment Poster Session, Clarkson University, Jan. 2007.