PhD in Robust and Scalable Spatio-Temporal Modelling for Climate Science University College London in United Kingdom

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 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 Exeter in Mathematics and Statistics focused on marine heatwaves , climate science , statistics , data science , and mathematical modelling . The project investigates how extreme sea temperatures vary across space and depth in the northwest European Shelf seas, and how the probability and intensity of marine heatwaves may change under future climate scenarios. The research combines extreme value theory , generalised additive models , machine learning, and hig...

PhD opportunity at the University of Exeter on quantifying uncertainty and spatial dependence in tropical forest forecasts to support climate change mitigation , conservation planning, and carbon finance. The project sits within the UNRISK CDT and is supervised by Dr Ben Balmford , Prof Daniel Williamson , and Prof Ben Groom . It focuses on improving statistical and machine-learning methods for forecasting deforestation and regrowth using satellite data, with an emphasis on uncertainty quantific...

Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) is inviting applications for a fully funded Postdoctoral Researcher position in AI for Weather Forecasting within the Computing and Mathematical Sciences Division. The project is supervised by Prof. Souhaib Ben Taieb and is part of a collaborative research program between MBZUAI and the AI for Climate initiative at the University of Chicago . The work is supported by the International Affairs Office at the Presidential Court of the...