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mathematical foundations needed to make deep operators reliable, robust, and applicable for control of complex engineering systems. In this PhD project, you will investigate how operator-learning models can
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and is fixed-term to the 30th June 2027. We are seeking a highly motivated postdoctoral researcher to investigate the safety, security, control, and capabilities of advanced AI systems, with a
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fellowship applications. Desirable Criteria: Experience working with hyaluronic acid-based, methacrylated or other photocrosslinkable hydrogel systems, including the use of light-mediated approaches to control
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accelerators. The project will address the following key areas: Transformer-based models, including Large Language Models (LLMs), Vision Transformers (ViTs), and Vision-Language Models (VLMs), are now central to
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. 4. Advanced Control and Modelling Multi-modular distributed motor-drive architectures and ultra-fast semiconductor devices present significant control challenges. Research may involve FPGA-based
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, induced pluripotent stem cell (iPSC)-based models, tissue engineering, bioprinting, and related biofabrication applications. The Core Manager will lead the day-to-day scientific and operational activities
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, the effectiveness of Helix—and other advanced wake-mixing strategies—strongly depends on the accuracy of the wind farm models used to design and evaluate these control strategies. Improving the predictive capability
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provide complementary expertise. Applicants should identify the profile that best matches their experience; candidates with strengths spanning both areas are also welcome. Profile 1: Model-based radio
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work will involve: Design and synthesis of injectable hydrogel systems Encapsulation and controlled delivery of probiotics and bacteriophages Engineering and characterization of phage-based antimicrobial
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population-based scientists and clinicians who conduct research for the prevention, diagnosis, and treatment of cancer. A central collaborative research model encourages translation of basic laboratory