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PostDoc - Advanced STEM imaging and spectroscopy in Nanoscience and Nanotechnology (RIANA Project)- ICN2 & ALBA Synchrotron Research area or group: Advanced Electron Nanoscopy Description of Group/Project
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networks and transformers. Practical experience with density functional theory (setups, convergence, interpreting outputs). Strong Python and deep-learning stack (preferably PyTorch); good software practices
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/Project: We are building an optimisation-driven framework that (i) makes AI agents reliably operate advanced scientific software (e.g., DFT, Wannierisation, and quantum-transport codes) and (ii) uses
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holders may undertake this task). Writing of well-structured, performant, well-documented code. Review of code written by colleagues. Preparation of scientific reports, journal articles and software
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and maintain a strong network of national and international collaborators, leveraging diverse expertise to advance research goals. Ensure compliance with all safety regulations and ethical guidelines in
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the research group of Minoru Otani at the University of Tsukuba. The work will be based on the Effective Screening Medium (ESM), a method and software (https://sugino.issp.u-tokyo.ac.jp/esm/) for the study of