PUQ Uncertainty Quantification Tool
27 Aug 2013 | Tools | Contributor(s): Martin Hunt
A framework for uncertainty quantification, sensitivity analysis and parameter sweeps.
Rosenbrock Function for testing Uncertainty Quantification
13 Apr 2015 | Tools | Contributor(s): Martin Hunt
This tool is for testing and demonstrating ouq UQ code and Response Surfaces
Reproducing results from "PUQ: a code for non-intrusive uncertainty propagation in computer simulations"
27 Mar 2015 | Papers | Contributor(s): Martin Hunt, Marisol Koslowski, Alejandro Strachan
In this document we use the nanoPLASTICITY in nanoHUB to reproduce results of the paper "PUQ: a code for non-intrusive uncertainty propagation in computer simulations" to be published in Computer Physics Communications. The paper abstract follows.
We present a software package for the non-intrusive propagation of uncertainties in input parameters though computer simulation codes or mathematical models and associated analysis; we demonstrate its use to drive micromechanical...
Projectile Motion Example Tool
26 Mar 2015 | Tools | Contributor(s): Martin Hunt
Basic physics example for use with learning Rappture and UQ
Gaussian process regression in 1D
26 Nov 2014 | Tools | Contributor(s): Ilias Bilionis, Alejandro Strachan, Benjamin P Haley, Martin Hunt, Rohit Kaushal Tripathy, Sam Reeve
Use Gaussian processes to represent x-y data