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Caitlin Jones

Senior Researcher

cjones18@ed.ac.uk

Research Interests:

Quantum Computing,
Quantum Machine Learning
Quantum Applications

Caitlin completed an MSci at Imperial College London in Physics and went on to complete a PhD at the University of Trieste in foundational quantum mechanics with the thesis titled 'Special Relativity and Spontaneous Collapse Models.’ Since 2022 she has worked in quantum machine learning, developing and benchmarking algorithms with a focus on quantum neural networks.

A performance characterization of quantum generative models, https://arxiv.org/pdf/2301.09363 Benchmarking Quantum Models for Time-series Forecasting https://arxiv.org/pdf/2412.13878 TabularQGAN: A Quantum Generative Model for Tabular Data https://arxiv.org/abs/2505.22533