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Field
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characterization, involving the definition of experimental protocols, data collection, and respective analysis; Development of design concepts and solutions, using CAD tools, parametric modeling, and generative
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models that combine domain physics with data-driven techniques (e.g., PINNs, surrogate models, Bayesian optimisation). Work with experimental partners to interpret formation signatures and validate model
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research community. In addition to the High Energy Theory Group, the Medium and High-energy Physics Experimental Group at the Institute of Physics actively conducts experimental and instrumentation programs
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applied physics discipline Strong background in boiling heat transfer or multiphase flows Experience in experimental research and data analysis Good publication and communication record We regret to inform
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role in a major research project, as directed by Mr Piers Boshier and other academic supervisors. The research project will entail project design, experimental work in addition to data analysis and
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at the speed of commerce under real-world conditions. The participant will collaborate with a research team to explore best practices in experimental design, hypothesis testing, and data analysis for assessing
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clinical utility. The study is funded by the Engineering and Physical Sciences Council (EPSRC), UK. This is a full-time role that involves a collaboration between the biophotonics group of Professor Stephen
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water treatment, environmental engineering, chemical engineering, process engineering, or a closely related discipline. You should have experience in planning and conducting experimental research
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are scientifically rigorous, computationally efficient and experimentally validated in parallel, to maintain a high degree of usefulness and accuracy. The first challenge is to develop a novel physics-based model
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are produced -- making the process cleaner, smarter, and more efficient. This is an opportunity to help reshape how critical materials are produced -- moving toward smarter, data-driven processes