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objective will be to develop algorithms for predicting and planning the evolution of local energy systems (microgrids) over a time horizon of several years, using machine learning and numerical optimization
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of this PhD research is to develop novel optimization strategies for laser-plasma accelerators through the application of machine learning algorithms. Laser-plasma accelerators offer tremendous promise for
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is an impossible task in metasurfaces composed of millions of elements. The PhD aims to develop methods using machine learning surrogate models to solve this complex design problem. The project aims
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machine learning, speech science, cognition and behavioural studies. If all disciplines are addressed in this PhD position, candidates without expertise in some of the areas listed below are nevertheless
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of Research ExperienceNone Additional Information Additional comments Programming skills in Python/C++ are expected, as well as an interest in research, machine learning, bio-inspiration, electronics, and
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of this project are expected to be published in the main natural language processing conferences/journals (*ACL/EMNLP/TACL) and/or main machine learning conferences/journals (NeurIPS/ICLR/ICML/AISTATS/TMLR
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, etc.). He/she will benefit from the site's infrastructures and services (computer equipment, on-site catering). Professional travel is to be expected (work meetings and field missions). Learning from
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, particularly Python and ML libraries, and use of remote calculation servers. Knowledge of informational, library and archival issues in the digital age and/or mastery of traditional machine learning tools
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Ifremer - French Research Institute for Exploitation of the Sea | Plouzane, Bretagne | France | 2 days ago
and biology Good knowledge of machine learning methods (e.g. Bayesian networks or Machine Learning, neural networks) Good modeling and programming skills (e.g. Python, R, Fortran, C++). Proficiency in
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. The project involves data driven statistical approaches, such as maximum likelihood inference, Granger Causality inference and machine learning. Requirements Research FieldChemistryEducation LevelMaster Degree