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professional approach and analyze and work with complex issues. excellent command of English orally and in writing is required to publish in international journals. outstanding academic track record. skilled in
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complex or high-dimensional systems. Experience with physics-informed or constraint-based machine learning (e.g. neural ODEs, energy-based models) Experience with dynamical systems, stochastic processes
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. Simulation-based inference (SBI) addresses this by training neural networks, such as flow-matching generative models, on simulated events. The project aims to develop efficient, robust and calibrated SBI
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collaborate with others, have a professional approach and analyze and work with complex issues. The project is highly interdisciplinary: microfluidics, cell culture, parasite handling, custom microscopy, 3D
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candidate will join the Scientific Machine Learning group at TDB and SciLifeLab. The group develops theory, methods and software for data-driven science, with a current focus on uncertainty quantification
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cultivation of cells. (ii) Applying phage display technology for antibody development and (iii) down-stream molecular and functional characterization. The tasks also include documenting and reporting
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for cardiometabolic and liver diseases. Current therapeutic strategies largely operate at the gene level, overlooking the functional diversity generated by alternative splicing. This project addresses this critical gap
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patients develop a durable response. Many researchers are investing efforts to understand the complexity of anti-cancer immunity and develop diagnostic approaches that accurately predict therapy benefit and
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to SciLifeLab (www.scilifelab.se). Period of appointment Employment as an associate senior lecturer is a six-year career-development position. However, if special reasons exist, the term of employment may be
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transformation and large green investments in northern Sweden create enormous opportunities and complex challenges. For Umeå University, conducting research about – and in the middle of – a society in transition