6 machine-learning "https:" "https:" "https:" "https:" "The Open University" "The Open University" Postdoctoral research jobs at Institut de Físiques d'Altes Energies (IFAE) in Spain
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candidates should have research expertise in Theoretical Physics, along the strategic lines of the Beyond the Standard Model and Astroparticle Physics and Cosmology groups (https://www.ifae.es/groups/theory
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in cutting-edge techniques, from detector R&D to advanced data analysis and machine learning. Attendance to international collaboration meetings, schools and workshops. Development of transferable
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the corresponding category range. Work with interesting experimental science. Travelling to scientific singular infrastructures. Opportunity to gain experience learning first-hand. Personal growth, innovation, and
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part of the Beyond the Standard Model and Astroparticle Physics and Cosmology groups of IFAE (https://www.ifae.es/groups/theory/ ). The staff members of the group are D. Blas, E. Masso, A. Pomarol, O
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parameter estimation Knowledge of advanced Bayesian methods and samplers, machine learning approaches to signal processing; additionally other methods such as simulation-based inference Good computing skills
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of inflation and phase transitions in the early universe. We are developing new data analysis methods like the use of deep learning and the use of robust statistics. This work is naturally extended to studying