Numerical studies of plasma edge in W7-X with 3D FINDIF code

Modelling of the plasma transport for inherently three-dimensional (3D) problems as in stellarators requires dedicated complex codes.FINDIF is a 3D multifluid plasma edge transport code that has been previously successfully used for the analysis of energy transport in the TEXTOR-DED tokamak [1], Straightener where 3D perturbations led to an ergodic

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On the sample complexity of quantum Boltzmann machine learning

Abstract Quantum Boltzmann machines (QBMs) are machine-learning models for both classical and quantum data.We give an operational definition of QBM learning in terms of the difference in expectation values between the model and target, taking into account the polynomial size of the data set.By using the relative entropy as a loss function, this pro

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Dietary Fiber and Bacterial SCFA Enhance Oral Tolerance and Protect against Food Allergy through Diverse Cellular Pathways

Degreaser The incidence of food allergies in western countries has increased dramatically in recent decades.Tolerance to food antigens relies on mucosal CD103+ dendritic cells (DCs), which promote differentiation of regulatory T (Treg) cells.We show that high-fiber feeding in mice improved oral tolerance and protected from food allergy.High-fiber f

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