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This PhD asks a different question: instead of demanding more data, can we build language models that learn smarter from less? You will design AI architectures that adapt to the structure of a
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help build the next generation of communication security, before that threat arrives. You’ll develop ULTRA, a novel “Trinity” security framework that combines three independent forms of protection: a
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to design an AI system that integrates scientific knowledge for early dementia modelling, based on large language models and causal inference. The project has two stages: first, to construct a causal
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of Klebsiella, a clinically important pathogen. Combining eco-evolutionary theory, lab experiments, and genomic sequencing, you will help build and validate a model predicting how antibiotic selection shifts with
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helps build the brain? Ribosomes are complex molecular structures that play active roles in protein synthesis. During development, progenitor cells generate a diverse pool of neurons that form the adult
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emotions make individuals susceptible to the experience of pain. By identifying and applying a translational model of emotional flexibility, the neural networks that underly comorbidities of fear and anxiety
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to build the developing brain? This project explores how neuronal signals regulate astrocyte function and how this communication is disrupted in neurodevelopmental disorders. Using a unique combination of
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with international partners for therapeutic applications of this research. The project offers opportunities to make significant contributions to understanding molecular interactions and their
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phenotyping, microbiome profiling, predictive modelling and targeted experimental validation to identify the microbial factors that make plants more resilient to disease. Your job You will join the Plant
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— designing unlearning protocols that remain stable under fine-tuning attacks, jailbreak-style probing, and multi-turn adversarial interaction Evaluation and verification — building federated-specific