Research Keywords - Machine Learning

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Probing Crustal Deformation and Active Tectonics of the Continents from Satellite Observations

Theme(s): Tectonics, Volcanology and Solid Earth Geophysics
Primary Supervisor: John Elliott <j.elliott@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

Harnessing physics-informed machine learning for ice sheet dynamics

Theme(s): Glacial/Cryosphere
Primary Supervisor: Trystan Surawy-Stepney <eartsu@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

A Process System Approach to Constrain Aerosol Uncertainty from Regional to Global Scales

Theme(s): Atmospheric Physics, Climate, Climate Impacts
Primary Supervisor: Leighton Regayre <L.A.Regayre@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

A Machine-Learning approach to understanding and predicting the East African Long Rains

Theme(s): Climate, Meteorology
Primary Supervisor: Caroline Wainwright <c.m.wainwright@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

Ice speed & Artificial Intelligence (AI): Using satellite data and machine learning methods to detect change on the Greenland Ice Sheet

Theme(s): Climate, Glacial/Cryosphere
Primary Supervisor: Anna Hogg <A.E.Hogg@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

Imaging Earth’s interior – Massive datasets and machine learning

Theme(s): Tectonics, Volcanology and Solid Earth Geophysics
Primary Supervisor: Sebastian Rost <s.rost@leeds.ac.uk>
Institution: University of Leeds (School of Earth and Environment)

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