Hi! I am a final year PhD student at 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.
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.
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.
Connect with me professionally.
Email me
Get in touch with me directly at j.d.clarke@ucl.ac.uk.