Research output per year
Research output per year
BA, MMath, MSc
BS8 1SS
I am interested in the application of AI to climate science. The focus of my current work is using AI and machine learning to emulate computationally-expensive, physics-based climate simulations to more cheapily generate high-resolution, local-scale climate projections and to make climate projection datasets easier to work with and understand. In particular, I am exploring the use of probabilistic, generative models for projections of extreme precipitation where the natural variability is so large that deterministic approaches do not work so well.
Research output: Other contribution
Research output: Contribution to conference › Other Conference Contribution
Research output: Contribution to conference › Conference Poster
Addison, H. (Creator), Kendon, E. (Creator), Ravuri, S. (Creator), Aitchison, L. (Creator) & Watson, P. A. (Creator), Zenodo, 6 Jun 2024
DOI: 10.5281/zenodo.11504859, https://zenodo.org/records/11504859
Dataset