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), pp. 687-724. doi : https://doi.org/10.5802/crmeca.297 [3] Olivier Jamond, Nicolas Lelong et al. ‘MANTA‘ : un code HPC généraliste pour la simulation de problèmes complexes en mécanique. In CSMA 2022
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that their characteristic scales were too distant to interact. However, recent experiments and simulations have shown that these scales can couple through zonal flows, i.e. axisymmetric perturbations of the electrostatic
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in the training data and can naturally arrive during deployment (i.e., a distribution shift), increasing the risk of obtaining wrong predictions. Consequently, OoD samples detection is crucial in
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