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on correlation-based machine learning. When an agricultural system fails due to compounding climate extremes - like a simultaneous heatwave, drought, and ozone pollution spike - standard models can forecast the
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are designed, moving beyond forward, trial-and-error approaches towards goal-driven, performance-led system design. The student will work at the intersection of systems engineering, modelling and simulation, and
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systems engineering and product development, preferably with a focus on sustainability and circular economy. In-depth knowledge of materials science, sustainability-driven material selection and/or business
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physics-based insights with data-driven methods—such as physics-informed neural networks, surrogate models and Bayesian optimisation—to explain formation behaviour, identify early indicators of cell
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and non-traditional technology providers. As national security priorities, acquisition models, and innovation cycles evolve, SEI must continue to adapt its posture, pace, and external engagement while
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Job Title: Solution Specialist Location: Beijing, China - hybrid working model About the Springer Nature Springer Nature is one of the leading publishers of research in the world. We publish the
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to autonomous systems, robotics, or data-driven modelling. Demonstrable competence in at least one of the key areas related to the position (e.g., autonomous systems, sensor fusion, robot perception, drone
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PhD Studentship: QoE-Driven Agentic AI for Automated Bug Discovery in Video Games (Collaborative Doctorate with Sony Interactive Entertainment) Video games are complex, continuously updated, and
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28 Mar 2026 Job Information Organisation/Company SINGAPORE INSTITUTE OF TECHNOLOGY (SIT) Research Field Computer science Engineering Researcher Profile Recognised Researcher (R2) First Stage
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auditable and human-aligned decisions. Deliverables include validated surrogate models for rapid risk evaluation, scenario libraries for stress-testing, a human-in-the-loop optimisation engine for invertion