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finite element methods, which demand extensive data and are costly, PINNs embed governing physical laws directly into the learning process. This allows effective management of limited and noisy data
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upcycling of spent metal oxide cathodes, particularly, high Ni-containing oxides, through chemical-mechanical approaches, ionothermal/molten salt methods, etc. Project 2 (2 PhD students): Direct Recycling
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, to quantify the spatiotemporal flux of natural hydrogen in distinct reservoirs ranging in age from Mesoproterozoic to Cenozoic, discriminate between potential hydrogen generation mechanisms, and assess
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splitting and C–N coupling reactions. Work includes computational modeling of carbon-based materials, conducting simulations to understand reaction mechanisms, and developing and applying machine learning
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improvement. To be successful you will need: Demonstrated knowledge of technical services and principles associated with working within customer focused mechanical workshop. Demonstrated experience in
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the expertise in repair and rehabilitation of structures with advanced materials, construction-grade waste materials and experience in experimentation and modelling of structures or structural elements. This all
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activities within The School of Mechanical and Electronic Engineering (EME) and will be involved with experimental designing and operation of advanced laboratory and technical equipment to enhance research
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Medical School which is uncovering genetic causes of cerebral palsy. The Neurogenetics Research Group is a multidisciplinary research group studying genetic causes and underlying molecular mechanisms
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, developing and deploying online experiments or other “human intelligence tasks” via crowd-source platforms (e.g. Prolific Academic, Amazon Mechanical Turk). Interest or experience in defence research and
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initiative, we want to hear from you! To be successful you will need: Year 12 or equivalent Knowledge and practical experience in a technical, mechanical or scientific field Interest and willingness to be