My research in the Department of Earth Science and Engineering focuses on advanced discretisation methods for geoscience applications. I am particularly interested in mesh adaptation, adjoint methods and automatic differentiation techniques. Much of my research is on the topic which brings these strands together most clearly: goal-oriented error estimation and mesh adaptation. Motivating applications include the accurate approximation of: the energy output of a tidal farm; the concentration of pollutant in a aquatic region of interest; and the inundation of a particular stretch of coastline by a tsunami.
I am a former MRes and PhD student on the Mathematics of Planet Earth Centre for Doctoral Training (MPE CDT) shared between Imperial College and the University of Reading.
et al., 2022, Multi-scale hydro-morphodynamic modelling using mesh movement methods, Gem: International Journal on Geomathematics, Vol:13, ISSN:1869-2672
et al., 2022, Goal-oriented error estimation and mesh adaptation for tracer transport modelling, Computer-aided Design, Vol:145, ISSN:0010-4485, Pages:1-21
et al., 2020, Goal-oriented error estimation and mesh adaptation for shallow water modelling, Sn Applied Sciences, Vol:2, ISSN:2523-3971, Pages:1-11
et al., 2022, M2N: Mesh movement networks for PDE solvers, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Pages:1-12, ISSN:1049-5258