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deep learning (e.g. generative models, Bayesian deep learning or large pre-trained models) and excellent programming skills in Python and a modern deep learning framework (e.g., PyTorch or JAX) are
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obtained earlier. The three-year period can be extended due to circumstances such as sick leave, parental leave, duties in labour unions, etc. Documented experience in machine learning, in particular deep
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computational component and will include advanced deep learning methods for image analysis and genomic data integration to identify molecular programs associated with different functional cell states
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. On the computational side, the doctoral student will apply and further develop state-of-the-art deep learning and reinforcement learning approaches for protein design. On the experimental side, the