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                , and running and interpreting one- to three-dimensional solar wind simulations to define new inner boundary conditions for global heliospheric models. Requirements: MSc (or equivalent) in space physics 
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                the "Mercury in the solar wind" ERC project at the Finnish Meteorological Institute. The PhD student will apply our global particle-based models to study the solar wind influence on Mercury and its environment 
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                stability theory, modeling & identification, optimal control, certifiably safe & robust control, and learning for dynamics & control. The main task of the PhD student will be to develop sound data-driven 
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                -on experience with (pressurized) chemical reactors Experience with modelling and simulation software (e.g. Aspen) Good organization and data management skills We expect the candidates to be able to start 
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                to the development of deep learning methods to predict reaction outcomes and optimal reaction conditions for organic reactions. The work will involve model development using Python and/or other programming languages 
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                into an expert in magnetic components in modern power electronic systems. The following topic with international secondments is offered: Design of inductors using time-domain loss models Objective: Design and 
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                development. The successful candidate will contribute to the development of deep learning methods to predict reaction outcomes and optimal reaction conditions for organic reactions. The work will involve model 
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                ) outline of research skills, and iii) how these skills could support this research Copy of M.Sc. diploma (or equivalent) AND a transcript of completed credits. The requested documents must be compiled in 
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                ) consisting of i) a brief description of previous research experience, ii) outline of research skills, and iii) how these skills could support this research Copy of M.Sc. diploma (or equivalent) AND a 
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                -sciences-and-business-studies ) A copy of the degree certificate and a transcript of academic records that prove the applicant’s eligibility for postgraduate studies. Documents must be in Finnish or English