My research activities are Bayesian inference and stochastic modelling of complex systems. My research is currently focused on urban modelling as part of the ICONIC project.
et al., 2018, Stochastic modelling of urban structure, Proceedings of the Royal Society A-mathematical Physical and Engineering Sciences, Vol:474, ISSN:1364-5021
et al., 2017, A determinant-free method to simulate the parameters of large Gaussian fields, Stat, Vol:6, ISSN:2049-1573, Pages:271-281
Ellam L, Zabaras N, Girolami M, 2016, A Bayesian approach to multiscale inverse problems with on-the-fly scale determination, Journal of Computational Physics, Vol:326, ISSN:0021-9991, Pages:115-140