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

615 citations

Showing 2017Show all

11 papers · 1 filter

astro-ph.HE2017★ 116 cited

Solar abundance ratios of the iron-peak elements in the Perseus Cluster

Hitomi Collaboration

The metal abundance of the hot plasma that permeates galaxy clusters represents the accumulation of heavy elements produced by billions of supernovae. Therefore, X-ray spectroscopy…

physics.plasm-ph2017★ 22 cited

Mechanics of ELM control coil induced alpha particle transport

Konsta Särkimäki, Jari Varje, Marina Bécoulet +2

Using the orbit-following code ASCOT, we model alpha particle transport in ITER under the influence of ELM control coils (ECCs), toroidal field ripple, and test blanket modules, wi…

physics.plasm-ph2017★ 99 cited

Tractable flux-driven temperature, density, and rotation profile evolution with the quasilinear gyrokinetic transport model QuaLiKiz

J Citrin, C Bourdelle, F J Casson +14

Quasilinear turbulent transport models are a successful tool for prediction of core tokamak plasma profiles in many regimes. Their success hinges on the reproduction of local nonli…

physics.plasm-ph2017★ 28 cited

Comparison between measured and predicted turbulence frequency spectra in ITG and TEM regimes

J. Citrin, H. Arnichand, J. Bernardo +6

The observation of distinct peaks in tokamak core reflectometry measurements - named quasi-coherent-modes (QCMs) - are identified as a signature of Trapped-Electron-Mode (TEM) turb…

stat.ML2017★ 615 cited

A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

Stanislas Chambon, Mathieu Galtier, Pierrick Arnal +2

Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disorders. It is traditionally performed by a sleep expert who assigns to each 30s of…

physics.plasm-ph2017★ 27 cited

Cross-code gyrokinetic verification and benchmark on the linear collisionless dynamics of the geodesic acoustic mode

A. Biancalani, A. Bottino, C. Ehrlacher +10

The linear properties of the geodesic acoustic modes (GAM) in tokamaks are investigated by means of the comparison of analytical theory and gyrokinetic numerical simulations. The d…