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knowledge-based reasoning. The goal is to move beyond isolated prediction models towards an integrated agentic system that can model patient trajectories, compare treatment strategies and generate
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<span lang="en">Helmholtz-Zentrum Dresden-Rossendorf e. V.</span> | Dresden, Sachsen | Germany | about 15 hours ago
control theory (e.g., model predictive control, fuzzy control, etc.)
- Willingness to work on numerical and experimental tasks
- Excellent teamwork and communication skills in an
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learning and develop next-generation foundation model architectures for precision medicine. Self-supervised objectives like masked autoencoders and joint-embedding predictive architectures bias
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modeling, numerical simulation, scientific computing, and data-driven methodologies to improve the predictive capabilities and computational efficiency of large-scale simulations. The Chair of
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Max Planck Institute for Astronomy, Heidelberg | Heidelberg, Baden-Württemberg | Germany | 2 months ago
hardware and software and novel, machine learning-based predictive algorithms. The hardware for the METIS AO system, along with an ELT telescope simulator, has been set up in the MPIA laboratory. The
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address the trade-offs between predictive performance, computational efficiency and scalability, using high-performance and cloud computing environments. Depending on the agreed research direction, you may
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to probe and model these processes. By combining stem cell biology with cutting-edge microscopy and physical concepts, we aim to establish a predictive framework for tissue self-organization. For
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, a predictive model should be enhanced and validated for cellular and tissue exposure, and the systematic investigation of different treatment scenarios should finally allow deriving optimized
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Engineering«. The work involves simulating cavitation at three model levels, ranging from single-phase descriptions and population balances to detailed two-phase simulations of individual bubbles. All models
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German Cancer Research Center in the Helmholtz Association (DKFZ) | Heidelberg, Baden-Württemberg | Germany | 2 months ago
biomarker discovery and risk prediction Perform rigorous model validation and assess clinical utility Interpret and visualize results with a focus on robustness, transparency and clinical relevance Contribute