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on the WMG pilot run-out table. The project builds a four-layer signal chain: (1) a composition-parameterised electromagnetic forward model valid across industrial steel grades at 500–950°C; (2) a multi
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30 Jul 2026 Job Information Organisation/Company Empa Research Field Engineering » Materials engineering Engineering » Mechanical engineering Engineering » Other Researcher Profile First Stage
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. These computational models can provide crucial mechanistic insights into the key parameters governing these processes, inform targeted in vitro experiments, and help design better biomaterials and TE strategies
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until the end of 2031. More specifically, the project contributes to Project 4: Fundamental Data for Irradiated Materials and to Work Package 2 (WP2): Interfaces under Irradiation. Topic: Modeling
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on the solid application of scientific research method. The department has a pluralistic approach to research methods that includes, for example, formal theoretical models, quantitative empirical methods such as
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-like dynamics in synthetic systems remains a major challenge across physics, chemistry, biophysics, and materials science. In this PhD project, you will: § Develop an experimental platform to study 3D
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data analysis, statistical modelling, machine learning, life-cycle cost analysis, risk analysis or operations research The appointment is to be made in accordance with NTNUs guidelines for recruitment
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environments, and distributional shifts. The research will combine probabilistic modelling, network-based representations, and modern AI methods to enable scalable and interpretable decision-making in complex
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in development to ensure the materials are safe, affordable, and user-friendly. The project will also explore behavioural drivers, incentives, and innovative business models to stimulate adoption
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Caro's group, whose core expertise is the development of machine-learning-infused atomistic modeling techniques and their application to important problems in chemistry, physics and materials science