☆｡⋆ Jools Clarke ⋆°★ Jools
Clarke

Jools Clarke sitting on a railing outside the ESA building, Harwell Campus UK

Hi! I am a final year PhD student at University College London (UCL) in London. My primary research interests are machine learning and exoplanet atmospheres.

I am currently working with the upcoming ESA Ariel Space Telescope to finalise data processing pipelines for the mission launch in 2029.

Click below to see my recent work or get in touch with me.

Publications

Leveraging Machine Learning for the Ariel Space Mission: A White Paper from the Ariel Machine Learning Working Group

Whitepaper currently in review for publication in the RASTI Ariel special issue. Check back for updates.

Progress in Reducing Emissions 2026 Report to Parliament

Read the full report on the Climate Change Committee website.

PERTURB-c: Correlation Aware Perturbation Explainability for Regression Techniques to Understand Retrieval Black-boxes

Get the preprint on ArXiv.

Note: This manuscript is currently being revised.

NeurIPS 2024: Efficient Model Compression Techniques with FishLeg

Get the full PDF of the paper on ArXiv.

Links

ORCiD Profile

0009-0004-9533-5387

Keep track of my past publications.

UCL Profile

See what I am up to at UCL and keep up with my PhD progress.

GitHub

Check out my projects and code.

LinkedIn

Connect with me professionally.

Email me

Get in touch with me directly at j.d.clarke@ucl.ac.uk.