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between complex instances such as point clouds, images or graphs. However, as the modern data are increasingly high-dimensional, OT is also now facing an old problem in optimization and statistical learning
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, France [map ] Subject Areas: Physics / theoretical astroparticle physics , Biophysics , Field Theory , Statistical physics , String Theory , theoretical condensed matter physics , Theoretical Particle
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theoretical understanding that explains the mathematical principles underlying their efficacy. Providing a rigorous mathematical foundation for them can not only guide further improvements, but provide
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with Catherine Quilliet (modelling), Olivier Stephan (3D manufacturing, hydrogels) and Pierre Recho (theory of porous media). Where to apply Website https://emploi.cnrs.fr/Candidat/Offre/UMR5588-PHIMAR-007
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priors. Thanks to the proposed theory, we will investigate the use of simulations informed by such mechanistic approaches to identify differential tumor evolutive patterns and treatment outcomes based
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the approximation over time, (2) Energy-based optimization that balances accuracy and mesh complexity, or (3) Graph-based techniques that seek near-optimal connectivity structures for mesh representation. • Recent
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Euclidean spaces, necessitating sophisticated techniques for analysis and interpretation. Prominent examples include time sequences on groups and manifolds, time sequences of graphs, graph signals, etc. A
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, optimization, signal processing, computer science, applied mathematics and statistical physics, or working on applications to other sciences such as physics, biology, medicine, social sciences or economics
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(FSTM) at the University of Luxembourg contributes multidisciplinary expertise in the fields of Mathematics, Physics, Engineering, Computer Science, Life Sciences and Medicine. Through its dual mission
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on fluctuation of fluorescent molecules methods as they don’t need any specific materiel or fluorophore. The super-resolved image reconstruction is formalized in mathematical terms as an inverse problem with