Research Projects
2023
Simran Dave
Project title:ÌýThe Search for Dark Matter with the world-leading LZ Experiment
Dakshesh Kololgi
Connecting Galaxies to Large Scale Structure Environment with Minimum Spanning Trees
Febian Febian
Machine Learning and FPGA optimisation for proton beam therapy Proton therapy
Weibin Chen
Joseph Egan
Constraining Beyond Standard Model physics by reinterpreting published collider measurements
Jools Clarke
Edoardo Critelli
Jason Ran
Elliot Dable
Wei Sheng Lai
Henry Aldridge
Laura Aguilar
2022
Callum Duffy
Noah Clarke HallÌý
Deep learning the shape of the Higgs potential with ATLAS at the LHCÌý
Max HartÌý
Machine learning techniques to improve track reconstruction at the ATLAS experiment at the LHC
Nathan HigginbothamÌý
Determining the Neutrino Mass from Cyclotron Radiation Emission SpectroscopyÌý
Paul Nathan
Anomaly Detection in DESI Spectra using Machine-Learning Dimensionality-Reduction Techniques
Alicja PolanskaÌý
Machine learning assisted model comparison with normalizing flow
Nikita PondÌý
Alex Saoulis
James RayÌý
Exploiting Galaxy Images with Deep Learning and Explainable AI
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Tara TahseenÌý
Using deep learning to model complex chemistries of exoplanet atmospheresÌý
Ìý
Antonia Vojtekova
Exploring exoplanetary atmospheres with a combination of machine learning
Ìý
2021
Jackson Barr
Ross Dobson
Unveiling the exoplanet population with novel data science techniques
Philippa Duckett
Elizabeth Guest
Machine learning of pressure dependence of molecular line profiles for Exoplanets
Thandikire Madula
Joshua Williamson
Field-level galaxy biasing from DES Y3 weak lensing mass and galaxy maps
Ziyang Yan
Ìý
2020
Prabh BhambraÌý
Marin MlinarevicÌý
Patricio Reller GarciaÌý
Data-intensive and high-performance computing applied in a multidisciplinary research stage
Arianna SabaÌý
From Space to Ground: Characterising Exoplanet Atmospheres at Low and High Spectral Resolutions
ÌýFederico SperanzaÌý
Andrius VaitkusÌý
Yuwen Zhang
Ìý
2019
I Cheng (Matthew)Ìý
AI-Assisted Detection and Plasma Processes of Saturn's Magnetospheric Boundaries
Graham Van Goffrier
Improved Nuclear Matrix Elements for Neutrinoless Double-Beta DecayÌý
Nisha Lad
Nikolay WaltersÌý
Samuel Wright
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