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checks with advanced machine learning architectures, specifically Long Short-Term Memory (LSTM) networks and Variational Autoencoders (VAEs). The researcher will use historical QC archives dating back
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researchers on a range of topics, including artificial intelligence, RF sensing and communications, multimodal UB RF signal data analysis, and wireless sensing network architecture design and optimisation. It
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communications, multimodal UWB RF signal data analysis, and wireless sensing network architecture design and optimisation. It is envisaged that the candidates will be located at University College Cork’s campus. A
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network architecture design and optimisation. It is envisaged that the candidates will be located at University College Cork’s campus. A successful candidate will hold a PhD degree in Computer
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the inTRUSTED Living Lab and involves several key components, including defining best practices, interoperability standards, and an architectural framework for embedding robust policy management across complex
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communications, multimodal UB RF signal data analysis, and wireless sensing network architecture design and optimisation. It is envisaged that the researcher will be located at University College Cork’s campus
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21 Jul 2026 Job Information Organisation/Company University College Dublin Research Field Architecture » Design Researcher Profile First Stage Researcher (R1) Application Deadline 27 Jul 2026 - 10
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data and simulating constraints, the tool will provide a comprehensive board of options to optimize the choice architecture for survivors, fostering their agency and informed decision making. Fixed
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architectures capable of operating in changing environments and supporting future cognitive radio systems. This project aligns with global research priorities in next-generation communications, energy-efficient
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implementation of a scalable Digital Twin architecture, data acquisition from industrial sensors, development of predictive models, and validation through simulation and experimental case studies. The proposed