41 citations
- The University of MelbourneAU4 papers
- ARC Centre of Excellence for Mathematical and Statistical FrontiersAU2 papers
- Queensland University of TechnologyAU2 papers
- The University of QueenslandAU2 papers
- ARC Centre of Excellence for Plant Success in Nature and AgricultureAU1 paper
- Australian Research CouncilAU1 paper
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- CSIRO Land and WaterAU1 paper
- Department of Agriculture, Water and the EnvironmentAU1 paper
- Murdoch Children's Research InstituteAU1 paper
- Oregon State UniversityUS1 paper
- Peter Doherty InstituteAU1 paper
4 papers
Analysis of sloppiness in model simulations: unveiling parameter uncertainty when mathematical models are fitted to data
Gloria M. Monsalve-Bravo, Brodie A. J. Lawson, Christopher Drovandi +7
This work introduces a comprehensive approach to assess the sensitivity of model outputs to changes in parameter values, constrained by the combination of prior beliefs and data. T…
Branching out into Structural Identifiability Analysis with Maple: Interactive Exploration of Uncontrolled Linear Time-Invariant Structures
Jason M. Whyte
Suppose we wish to predict the behaviour of a physical system. We may choose to represent the system by model structure (a set of related mathematical models defined by paramet…
Automating the assessment of biofouling in images using expert agreement as a gold standard
Nathaniel J. Bloomfield, Susan Wei, Bartholomew Woodham +2
Biofouling is the accumulation of organisms on surfaces immersed in water. It is of particular concern to the international shipping industry because it increases fuel costs and pr…
From climate change to pandemics: decision science can help scientists have impact
Christopher M. Baker, Patricia T. Campbell, Iadine Chades +8
Scientific knowledge and advances are a cornerstone of modern society. They improve our understanding of the world we live in and help us navigate global challenges including emerg…