PhD student 路 Imperial College London
Reading the atmospheres of other worlds.
I build physics-based, differentiable machine-learning tools to study exoplanet atmospheres with the James Webb Space Telescope, in the Scalable Scientific Machine Learning Lab under the supervision of Dr Ben Moseley.
About
I am a PhD student at Imperial College London. My research combines machine learning with physical modelling to build differentiable tools for understanding the atmospheres of planets beyond our Solar System from JWST observations.
Before starting my PhD, I spent a year at the HomanLab within the Psychiatric University Hospital of Z眉rich, combining brain imaging and large language models to understand how the brain processes narratives. I studied at ETH Z眉rich, where my master's thesis explored physics-informed neural networks for seismology.
Explore
Research
Exoplanets, brains and waves
JWST atmospheres, narrative processing in the brain, and physics-informed neural networks for seismology.
Teaching
Imperial and ETH Z眉rich
Deep learning at Imperial College London, and lunar machine learning in the ETH Space Data course.
Blog 路 Interactive
Reading the air of other worlds
An interactive explainer, from the first planet discoveries to reading atmospheres with JWST.