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calibrating them against established literature and comparing them with empirical data from fabricated components. Collaborate with the fabrication team to diagnose sub-optimal performance by identifying
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matching, optimal transport or cell-cycle modelling. Key Responsibilities These include but are not limited to: Leading an independent research project in scientific machine learning and mechanistic
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, fabrication, optimization and experimental characterization of polaritonic waveguides, polariton lasers, cavity/waveguide networks, and polaritonic circuit elements. The role includes developing and operating
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; preparing biological samples for testing; coordinating and optimizing insect behavioral assays Data Management: maintaining meticulous experimental data records, digital database entry, and basic statistical
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on integrating an agentic platform for electrocatalyst discovery and developing novel machine-learning algorithms (e.g., reinforcement learning) for materials discovery and process optimization. The candidate will
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include, but is not limited to, UHPC material design and optimization, durability testing under harsh environmental conditions, fabrication and full-scale structural testing of sleepers under static and
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. Analyze and interpret data to make informed recommendations for costal protection system design and optimization Writing and publication of results in peer-reviewed journals Assist in securing external
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include analysing material structures at the atomic level, conducting failure analysis, selecting materials for new products, and optimizing manufacturing processes Responsibilities R&D: Lead material
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and validate railway sleepers made with UHPC. The work may include, but is not limited to, UHPC material design and optimization, durability testing under harsh environmental conditions, fabrication and
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. Scale and optimize fabrication and cryogenic testing workflows. Characterize detector and system performance, including detection efficiency, dark count rate, timing jitter, and yield. Develop packaging