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-type architectures, to reverse engineer the types of objectives that might optimally lead to these representation. We then aim to understand whether the obtained objectives, applied in a layer-local
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Your Job: MRI is a widely utilised, non-invasive medical imaging method rooted in the magnetic characteristics of atomic nuclei. The adaptability of MRI has been demonstrated across diverse
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Your Job: You will focus on the research and development of proton exchange membrane (PEM) electrolyzers. Using advanced atomic force microscopy (AFM), you will analyze membrane electrode assemblies
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the efficient and reliable analysis and interpretation of different experimental imaging techniques such as atomic force or electron microscopy as well as tomography. We intend to use different machine learning
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on the atomic and mesoscopic scale using neutron methods, complementary X-ray experiments and support of further techniques including computer simulations Synthesis and physicochemical characterization of energy
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European researchers in designing and implementing an Artificial Intelligence methods capable of accelerating the solution of sparse linear systems. You will closely collaborate and co-lead PhD students in
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interpretation of different experimental imaging techniques such as atomic force or electron microscopy as well as tomography. We intend to use different machine learning (ML) algorithms with a strong focus on
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at the Forschungszentrum Jülich. Cryo-EM has become a very powerful method to visualize ice-embedded samples including purified proteins at close to atomic resolution. Single-particle cryo-EM as well as cryo-ET are based