PhD in Computing Rare Climate Event Probabilities Using Stochastic Modelling and Advanced Sampling Methods University of Leeds in United Kingdom

PhD opportunity at the University of Leeds in the School of Earth & Environment on innovative data-driven approaches to predicting long-term European wind storm risk . This project sits at the interface of climate science, environmental science, statistics, mathematical modelling, data science, and decision science . It is linked to a new partnership between the University of Leeds and Lloyd’s Banking Group and focuses on real-world problems in estimating and predicting European wind storm risk ...

PhD opportunity at the University of Leeds in AI / machine learning for climate science , with a focus on mapping how future climate uncertainties and weather/climate impacts may affect Africa . The project sits in the School of Earth & Environment and is part of the UNRISK CDT . It combines climate science , meteorology , data science , data analysis , applied statistics , and mathematical modelling to develop machine-learning approaches that downscale global climate model information to local,...

PhD opportunity at University College London in Statistical Models for Extreme European Hail Events with Challenging Data Structures . This project sits in the Department of Statistical Science and is supervised by Prof Robin Mitra and Dr Emma Simpson , with external partners at Liberty Mutual . The research focuses on statistics , extreme value analysis , Bayesian methods , missing data , machine learning , climate science , and meteorology . The project aims to build new statistical methods fo...

PhD opportunity at the University of Leeds in the School of Earth & Environment on aerosol radiative forcing uncertainty , climate science , and uncertainty quantification . The project asks how to achieve the maximum feasible reduction in uncertainty in aerosol forcing, using advanced model-observation comparison, perturbed parameter ensembles, and emulators that can generate millions of surrogate models. The research is closely linked to new marine aerosol observations and collaboration with S...

PhD opportunity at the University of Exeter in Mathematics and Statistics , focused on tracking uncertainties from future storms to hazards and decisions . This project sits within the UNRISK CDT and investigates how uncertainty in climate-model projections of extratropical cyclones translates into uncertainty in the wind and precipitation hazards that matter for society. The research combines climate science , meteorology , applied statistics , data science , mathematical modelling , uncertaint...