Machine Learning on Health Data from Wearables
Machine Learning on Health Data from Wearables
About the Project Supervisory Team : Dr Zhiwu Huang, Dr Kate Farrahi This PhD project focuses on developing advanced machine learning methods to transform wearable biosignal data, like heart rate, … Read More Read More
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Interpretable Models: Bringing Transparency to Deep Learning Decision-Making
Interpretable Models: Bringing Transparency to Deep Learning Decision-Making
About the Project Co-supervisor: Dr Antonia Marcu To trust Deep Learning models in sensitive applications such as autonomous vehicles or healthcare, we need to better understand which information they rely … Read More Read More
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Natural Interaction Strategies for Long-Term Robot Use for Elderly Care
Natural Interaction Strategies for Long-Term Robot Use for Elderly Care
About the Project As the world’s population ages, many individuals encounter unique challenges tied to cognitive decline, highlighting the need for a more personalized and diverse approach to older adult … Read More Read More
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PhD student in the field of battery energy storage systems, starting Spring 2026 at University of Central Florida
PhD student in the field of battery energy storage systems, starting Spring 2026 at University of Central Florida
I am still looking for a PhD student to join my lab at the University of Central Florida for Spring 2026.Interested candidates are welcome to contact me at yuxun.ren@ucf.edu! The … Read More Read More
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Large Language Model Event Extraction for Habitat and Environmental Impact
Large Language Model Event Extraction for Habitat and Environmental Impact
About the Project Supervisory Team: Stuart Middleton and Christine Evers Event Extraction using deep-learning based Large Language Models (LLMs) for Natural Language Processing (NLP) of Social Media posts focussing on … Read More Read More
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Explaining Multi-agent Systems
Explaining Multi-agent Systems
About the Project Understanding large complex systems allows us to closely mirror numerous natural and man-made phenomena, from the flocking behavior of birds to the flow of traffic in dense … Read More Read More
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[FSE Bicentenary PhD] Real-Time Sensitivity to Quantum Oscillations of Beauty Mesons
[FSE Bicentenary PhD] Real-Time Sensitivity to Quantum Oscillations of Beauty Mesons
About the Project The LHCb experiment is one of the four large experiments on the Large Hadron Collider at CERN. LHCb is about to produce the largest sample of Beauty … Read More Read More
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[FSE Bicentenary PhD] Beyond AlphaFold: putting the physics back into protein folding
[FSE Bicentenary PhD] Beyond AlphaFold: putting the physics back into protein folding
About the Project One half of the 2024 Nobel prize of Chemistry went to the prediction of protein structure from amino acid sequences. This long-awaited achievement was made possible by … Read More Read More
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[FSE Bicentenary PhD] Artificial Intelligence and the Evolution of the Universe
[FSE Bicentenary PhD] Artificial Intelligence and the Evolution of the Universe
About the Project This PhD studentship will explore galaxy formation over the entire history of the universe by applying and developing new advanced machine learning and AI techniques to extensive … Read More Read More
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[FSE Bicentenary PhD] Advancing global geodetic, space and radio astronomy infrastructure to tackle future societal and environmental challenges.
[FSE Bicentenary PhD] Advancing global geodetic, space and radio astronomy infrastructure to tackle future societal and environmental challenges.
About the Project Geodesy examines the Earth’s dynamic size, shape, and gravitational field, playing a vital role in numerous scientific disciplines such as navigation, mapping, climate change, engineering, meteorology, and … Read More Read More
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