65 citations · 216 across the 7 of their papers we have counts for
3 papers · 1 filter
Deep Learning for the Analysis of Disruption Precursors based on Plasma Tomography
Diogo R. Ferreira, Pedro J. Carvalho, Carlo Sozzi +2
The JET baseline scenario is being developed to achieve high fusion performance and sustained fusion power. However, with higher plasma current and higher input power, an increase…
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…
Applications of Deep Learning to Nuclear Fusion Research
Diogo R. Ferreira
Nuclear fusion is the process that powers the sun, and it is one of the best hopes to achieve a virtually unlimited energy source for the future of humanity. However, reproducing s…