People

Bohai Zhang

Postdoctoral Research Fellow
Centre for Environmental Informatics, NIASRA
School of Mathematics and Applied Statistics
University of Wollongong, Australia


Telephone 02 4221 3758
Fax 02 4221 4998
Email bohai {at} uow.edu.au
Website http://niasra.uow.edu.au
Curriculum Vitae Curriculum Vitae

Research Interests

Statistical methodology for modelling large spatial/spatio-temporal datasets; uncertainty quantification of large computer experiments; Gaussian process models; composite likelihood method; Bayesian hierarchical modelling and Bayesian clustering/partitioning methods.

Past and current projects include: spatio-temporal modelling of Eastern United States ozone datasets, uncertainty quantification of a carbon capture unit, and spatial modelling of yearly total precipitation anomalies in the United States.


Publications

2015

Zhang, B., Konomi, B. A., Sang, H., Karagiannis, G., and Lin, G (2015). Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions. Journal of Computational Physics, in press.

Zhang, B., Sang, H., and Huang, J.Z. (2015). Full-scale approximations of spatio-temporal covariance models for large datasets. Statistica Sinica, 25, 99-114.

Last reviewed: 23 June, 2016