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experience in the use of algebraic optimization models - Essential knowledge and proven experience in developing machine learning tools applied to the chemical process industry Specific Requirements
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artificial intelligence. Good knowledge of linear algebra and optimization tools. Good programming skills in Python and Matlab. Good written and oral communication skills in English. Specific Requirements
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average of the grades from the courses taken by the candidate in relation to the project's tasks as follows: a maximum of 1 point per ECTS in courses related to infinitesimal calculus, linear algebra
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proficiency with deep learning frameworks such as PyTorch, TensorFlow, or JAX. Strong foundation in machine learning, deep learning, and mathematics (linear algebra, probability, calculus, optimization