Ian R. Vernon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 5

Top Topics

Matching Process

Complex Systems

Easily Interpretable

Systems Biology

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Stat. Softw.

BMC Syst. Biol.

PLoS Comput. Biol.

Publications

Andrew Iskauskas, Ian R. Vernon, Michael Goldstein, Danny Scarponi, Nicky McCreesh, Trevelyan J. McKinley, Richard G. White
Emulation and History Matching Using the hmer Package. J. Stat. Softw. 109 (10) (2024)
Ian R. Vernon, Samuel E. Jackson, Jonathan A. Cumming
Known Boundary Emulation of Complex Computer Models. SIAM/ASA J. Uncertain. Quantification 7 (3) (2019)
Ian R. Vernon, Junli Liu, Michael Goldstein, James Rowe, Jen Topping, Keith Lindsey
Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions. BMC Syst. Biol. 12 (1) (2018)
Ioannis Andrianakis, Nicky McCreesh, Ian R. Vernon, Trevelyan J. McKinley, Jeremy E. Oakley, Rebecca N. Nsubuga, Michael Goldstein, Richard G. White
Efficient History Matching of a High Dimensional Individual-Based HIV Transmission Model. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Ioannis Andrianakis, Ian R. Vernon, Nicky McCreesh, Trevelyan J. McKinley, Jeremy E. Oakley, Rebecca N. Nsubuga, Michael Goldstein, Richard G. White
Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda. PLoS Comput. Biol. 11 (1) (2015)