2 papers
stat.AP2018
Understanding Hormonal Crosstalk in Arabidopsis Root Development via Emulation and History Matching
Samuel E. Jackson, Ian Vernon, Junli Liu +1
A major challenge in plant developmental biology is to understand how plant growth is coordinated by interacting hormones and genes. To meet this challenge, it is important to not…
q-bio.MN2016
Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions
Ian Vernon, Junli Liu, Michael Goldstein +3
Background: Many mathematical models have now been employed across every area of systems biology. These models increasingly involve large numbers of unknown parameters, have comple…