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20012026
most citedA deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

615 citations

Showing 2019Show all

26 papers · 1 filter

physics.plasm-ph2019★ 60 cited

R&D around a photoneutralizer-based NBI system (Siphore) in view of a DEMO Tokamak steady state fusion reactor

A. Simonin, Jocelyn Achard, K. Achkasov +28

Since the signature of the ITER treaty in 2006, a new research programme targeting the emergence of a new generation of Neutral Beam (NB) system for the future fusion reactor (DEMO…

physics.plasm-ph2019★ 19 cited

Negative-ion surface production in hydrogen plasmas: Determination of the negative-ion energy and angle distribution function using mass spectrometry

J. Dubois, K. Achkasov, D. Kogut +4

This work focuses on the understanding of the production mechanism of negative-ions on surface in low pressure plasmas of H2/D2. The negative ions are produced on a HOPG sample (Hi…

physics.plasm-ph2019★ 113 cited

Fast modeling of turbulent transport in fusion plasmas using neural networks

Karel Lucas van de Plassche, Jonathan Citrin, Clarisse Bourdelle +7

We present an ultrafast neural network (NN) model, QLKNN, which predicts core tokamak transport heat and particle fluxes. QLKNN is a surrogate model based on a database of 300 mill…

math.NA2019★ 1 cited

A variational discrete element method for quasi-static and dynamic elasto-plasticity

Frédéric Marazzato, Alexandre Ern, Laurent Monasse

We propose a new discrete element method supporting general polyhedral meshes. The method can be understood as a lowest-order discontinuous Galerkin method parametrized by the cont…

physics.plasm-ph2019★ 48 cited

Alternative solutions to caesium in negative-ion sources: a study of negative-ion surface production on diamond in H 2 /D 2 plasmas

Gilles Cartry, Dmitry Kogut, Kostiantyn Achkasov +9

This paper deals with a study of H-/D-negative ion surface production on diamond in low pressure H2/D2 plasmas. A sample placed in the plasma is negatively biased with respect to p…

physics.plasm-ph2019★ 11 cited

Reconstruction of energy and angle distribution function of surface-emitted negative ions in hydrogen plasmas using mass spectrometry

D. Kogut, K. Achkasov, J. Dubois +5

A new method involving mass spectrometry and modelling is described in this work, which may highlight the production mechanisms of negative ions on surface in low pressure plasmas.…