Search Results for author: Tim Sullivan

Found 2 papers, 1 papers with code

Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse Problems

no code implementations15 Jan 2017 Jon Cockayne, Chris Oates, Tim Sullivan, Mark Girolami

This paper develops meshless methods for probabilistically describing discretisation error in the numerical solution of partial differential equations.

Methodology Numerical Analysis Numerical Analysis Statistics Theory Statistics Theory

Building a Framework for Predictive Science

14 code implementations6 Feb 2012 Michael M. McKerns, Leif Strand, Tim Sullivan, Alta Fang, Michael A. G. Aivazis

Predictive calculations, formulated as a global optimization over a potential surface in design parameter space, may require an already prohibitively large simulation to be performed hundreds, if not thousands, of times.

Mathematical Software Distributed, Parallel, and Cluster Computing Discrete Mathematics

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