Summary
I am a PhD student working under the supervision of Professor Cédric John and Dr Rossella Arcucci, researching the application of varied machine learning methods to geoscience problems. Currently working with CRISM Hyperspectral Satellite Data on Mars to characterise the surface geology with a range of machine learning and generative AI methods. I am an IX PhD Student, and also associated with the Data Science Institute.
Publications and Conferences
Platt, R., Arcucci, R., John, C. (2024) Noise2Noise Denoising of CRISM Hyperspectral Data. 12th International Conference on Learning Representations (ICLR), Machine Learning for Remote Sensing (ML4RS) Workshop, Vienna, Austria, 11th May 2024.
Paper | Code
Platt, R., Arcucci, R., John, C. (2023) Denoising Planetary Hyperspectral Data. Geological Remote Sensing Group (GRSG) Conference 2023, Geological Society of London, London, United Kingdom, 11th-13th December 2023.
Education
October 2022 - Present: PhD Student, Imperial College London
October 2018 - July 2022: MSci Geology, Imperial College London (First Class Honours)