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curation. AI Safety: Ensuring robust alignment and safety in multi-agent LLM systems Efficiency: Streamlining large-scale model experimentation and training. Science of Deep Learning: Exploring mechanistic
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to blood pressure changes, electrolyte imbalances, seizures, and cardiac arrhythmias. No curative therapies are available, and current treatment remains symptomatic. Recently, we identified mitochondrial DNA
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sciences with a focus on climate and ecosystems. The internationally renowned institute, which currently employs around 250 people, celebrated its 25th anniversary in 2022. Jena is known for its high-tech
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they are transmitted through populations. Research will have a strong focus on computational analysis or predictive modelling of pathogen biology or host-microbe systems for which multidimensional, genome-scale
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applied mathematical modelling machine learning multi-fidelity modelling numerical methods. Demonstrated programming ability (MATLAB/Python/C++) and enthusiasm to learn PyTorch. Previous experience in one
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for modeling, analyzing, monitoring, robotic actuation, and control of the fluid flow in plug valve for liquid metal. Research topics Control of an existing robotic manipulator for actuation of the plug valve
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induced seismicity. Current models remain limited by the scarcity, heterogeneity, and noise of available data, as well as by incomplete knowledge of the subsurface. Physics-Informed Neural Networks (PINNs
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Provide human experts with a reliable second opinion This project integrates image processing, data analytics, machine learning, and computational modelling, with applications in aerospace, mechanical
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the BENEFIT project, funded by the French National Research Agency (ANR), to work on active flow control and machine learning. 1- CONTEXT -------------------- Active flow control aims to modify velocity fields
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advective transport of cations, which can dampen or enhance visco-capillary fingering and alter the micro-structure of the solid skeleton; – Modeling two-phase visco-capillary flow, as an extension