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Miikkulainen) and electrochemistry (Prof. Tanja Kallio, Prof. Daniel Martin-Yerga, and Prof. Pekka Peljo). The department also has strong research activities in simulation and computation as well functional
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the subproject; Curriculum vitae, including publications (if applicable); Copy of MA thesis. Applications should be submitted no later than 26 October via the blue button in our application system. Please quote
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to simulate colonization resistance and ARG transmission dynamics, guiding the design of microbiome-based interventions. Collectively, this work will clarify the role of E. coli in infant gut ecology, support
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. However, evaluating such architectures at system scale remains a major challenge due to the limitations of conventional software simulation and existing device-level emulation platforms. This PhD project
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will be employed and tested on actual measurement data as a benchmark. The project will involve mathematical modeling, construction of numerical methods, coding, testing, numerical simulations, and
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Infrastructure? No Offer Description Area of research: PHD Thesis Job description:PhD Position - Active Matter and Machine Learning In the Institute for Advanced Simulation - Theoretical Physics of Living Matter
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limited, noisy, and low-resolution measurement data? In this project, you will develop a novel physics-informed machine learning approach that integrates physical simulations of the measurement process with
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imaging of the magnetization. Experiments are tightly coupled to micromagnetic simulations, which form a central part of the daily work, guiding sample design and underpinning the interpretation of every
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, wideband sensors, or high-frequency measurement techniques. Hands-on interest in designing, building and debugging new wideband current sensors. Experience with electromagnetic or circuit simulation, PCB
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, sustainability objectives and future uncertainties into a unified decision-making framework. The candidate will develop probabilistic modelling and stress-testing approaches, including Monte Carlo simulations and