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stresses. Scientific objectives : This thesis is part of Axis 2 of the project, which aims to propose a mean-field method for estimating the effective properties and statistical fluctuations of local fields
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. Required skills include data analysis, proficiency in statistical and computer tools, climate modeling, risk modeling, and literature research. In terms of soft skills, autonomy, critical thinking
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analysis and models of statistical mechanics among the laboratory. The thesis will lie in probability, more specifically at the crossroads of stochastic analysis and models of random interfaces. We will
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, angle distributions, crystallinity descriptors, diffusion coefficients, dissociation statistics, energy data and to provide phase diagrams comparable to experimental data. Finally, the addition of gas
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concern the construction and exploitation of relevant data representation spaces, endowed with statistical properties, to link data samples in this representation space and/or reconstruct cases in