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constructed by self-supervised (and weakly supervised) learning approaches, which relates to their disentanglement properties, and, based on these theoretical findings, 2) develop new approaches to self
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, including an ANR project focused on the spray cooling of textured surfaces. The objective is to leverage and develop innovative experimental methods, such as infrared (IR) thermography, to obtain quantitative
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, enabling their adoption in fields where trust and explainability are paramount. The research will focus on four key areas. First, it will develop formal cognitive knowledge representations, leveraging Formal
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[4] to develop a thermodynamic description of quantum open systems valid in the coherent-dissipative regime. This new methodology will be used to explore the manifestation of thermodynamic laws in