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. PhD Project Description Project Title: Photonic-Inspired Federated Learning for Communication-Efficient Next Generation Radio Access Networks (NG-RANs) Description: This PhD project will develop a novel
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influences that define and shape their early careers and practice, including the impact of different learning and professional development phases. Further information on the study is available at the TPJ
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project completion. Teamwork, motivation to learn new skills, and excellent verbal and written communication skills are desirable. How to apply: Project 4 applicants should upload a cover letter, CV, and
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adaptability of robotic systems. In particular, the research will investigate distributed and/or game-theoretic control frameworks for multi-robot systems, integrating optimization-based planning with learning
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econometric and machine learning frameworks to analyse the causal relationships between transport behaviour, residential energy consumption, and environmental outcomes in urban systems. The successful candidate
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) approaches. Design predictive maintenance algorithms using machine learning, statistical learning, and digital twin-based models to anticipate failures and optimise maintenance interventions. Integrate AI
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closely with their supervisors and will produce a PhD based on four papers of a publishable standard. PhD students also acquire teaching experience by providing teaching support in our undergraduate
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of Dublin. Inspired by biomineralised tissues such as bone and seashell, HYDROCEM will add designer hydrogels to cement binders (that bind concrete together) to instruct their formation and organisation
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modelling predictions. Experience or a strong interest in scientific programming and machine-learning-assisted data analysis for materials modelling is an advantage. PhD Position 2 – Coarse-Grained and
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sports facilities, etc.). Guidance from experienced faculty, who will teach you the fundamentals of applied, academic research using different research methodologies. Training on research methodologies and