53 citations · 53 across the 1 of their papers we have counts for
2 papers
physics.plasm-ph2019★ 53 cited
Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data
Diogo R. Ferreira, Pedro J. Carvalho, Horácio Fernandes
The use of deep learning is facilitating a wide range of data processing tasks in many areas. The analysis of fusion data is no exception, since there is a need to process large am…
physics.comp-ph2018
Full-pulse Tomographic Reconstruction with Deep Neural Networks
Diogo R. Ferreira, Pedro J. Carvalho, Horácio Fernandes
Plasma tomography consists in reconstructing the 2D radiation profile in a poloidal cross-section of a fusion device, based on line-integrated measurements along several lines of s…