PhD in Uncertainty in Risk Modelling of European Windstorms, East Atlantic Pattern, and History Matching University of Exeter in United Kingdom

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 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...

PhD opportunity at the University of Leeds in the School of Earth & Environment with Dr Ruza Ivanovic. This project, “Changing climates: Unlocking the past to improve predictions of the future,” sits at the intersection of climate science, data analysis, data science, mathematical modelling, statistics, and Earth science. The research aims to improve estimates of equilibrium climate sensitivity (ECS) by combining observational records from Earth’s past with advanced uncertainty quantification, m...

PhD opportunity at the University of Exeter in Mathematics and Statistics on designing ensembles for efficient climate model emulation and uncertainty quantification . This project sits within the UNRISK CDT and focuses on climate science, applied statistics, data science, machine learning, mathematical modelling, and uncertainty quantification. The research aims to build statistical emulators for climate models, using methods such as Gaussian processes and sequential experimental design to redu...

PhD opportunity at the University of Leeds in the School of Mathematics (part of EPS) on uncertainty in recent global warming trends and related risks of extreme events using a global km-scale model . The project investigates the recent increase in Earth’s energy imbalance, record global mean temperatures, and the rising frequency and intensity of regional extreme events. It asks whether high-resolution climate simulations can improve understanding of climate variability and change, and whether ...