Miss Elena Fillola Mayoral
MEng
Current positions
Senior Research Associate
School of Chemistry
Contact
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Research interests
Investigating the application of machine learning to greenhouse gas emissions inference. Working with the Atmospheric Chemistry Research Group (ACRG). Interested in the application of ML to real-world problems.
Publications
Recent publications
19/08/2026A machine learning method for estimating atmospheric trace gas concentration baselines
Atmospheric Measurement Techniques
Enabling fast greenhouse gas emissions inference from satellites with GATES
Geoscientific Model Development
A Graph Neural Network emulator for greenhouse gas emissions inference
TraCE
Proceedings of the Northern Lights Deep Learning Conference 2024
Towards emulated Lagrangian particle dispersion model footprints for satellite observations
Thesis
Accelerating Greenhouse Gas Emissions Inference using Machine Learning
Supervisors
Award date
21/05/2026
Related people
Professor Matthew Rigby
Professor
School of Chemistry
Professor Simon O'Doherty
Visiting Professor
School of Chemistry
Professor Raul Santos-Rodriguez
Professor of Data Science and Intelligent Systems
School of Engineering Mathematics and Technology
Professor Anita Ganesan
Professor of Atmospheric Chemistry
School of Geographical Sciences
Mr Nawid Keshtmand
Research Associate
School of Chemistry