Polynomial Chaos Expansions and other Emulators - The University of Queensland, Australia

Projects

Groundwater Contamination / Tracer Transport
Single Well Homogeneous Field - Peak and Unconventional Gas Production
Multiple Well Hetrogeneous Field - Peak and Unconventional Gas Production
Chip Firing Simulations for CO_{2 Storage}

Publications

1) Diane Donovan, Kevin Burrage, Pamela Burrage, Thomas A McCourt, Harold Bevan Thompson, Emine Sule Yazici, Estimates of the coverage of parameter space by Latin Hypercube and Orthogonal sampling: connections between Populations of Models and Experimental Designs

2) Thomas A. McCourt, Brodie Lawson, Fengde Zhou, Bevan Thompson, Stephen Tyson, Diane Donovan, Uncertainty quantification of coal seam gas production prediction using Polynomial Chaos

3) K Burrage, P M Burrage, D M Donovan and H B Thompson, Populations of models, Experimental Designs and coverage of parameter space by Latin Hypercube and Orthogonal Sampling, Elsevier Procedia CS, Proceeding of ICCS 2015, Iceland June 2015, Procedia Computer Science, 51 (2015)

4) Burrage, Kevin, Burrage, Pamela M., Donovan, Diane M., McCourt, Thomas A., & Thompson, Harold B. (2014) Estimates on the coverage of parameter space using populations of models. In Mmopelwa, G., Ogwu, F., Anderson, G., Seboni, N., & Tanko, M. (Eds.) 5th IASTED African Conference on Environment and Water Resource Management, 1 - 3 September 2014, Gaborone, Botswana.

Reports

Stage 1 Final Report: Polynomial Chaos Exansions
Stage 2 Final Report: Polynomial Chaos Exansions

Presentations

China-Australia Unconventional Natural Gas Forum and Exhibition (2016) China University of Petroleum-Beijing
GeoSciences Australia
GeoSciences Australia AMSI Workshop

Posters

Poster 1 Polynomial Chaos for the Biosciences
Poster 2 Surrogate Models via PCE

For further information email Diane Donovan or phone phone her on +61733651354

Mathematics Home Page SMP Home Page

The University of Queensland

Research Team