During a tokamak discharge, the plasma can vary between different confinement regimes:
low (L), high (H) and, in some cases, a temporary (intermediate state), called dithering (D). In …

In a typical fusion experiment, the plasma can have several possible confinement modes. At
the tokamak à configuration variable, aside from the low (L) and high (H) confinement …

This paper describes a pattern recognition method for off-line estimation of both L/H and H/L
transition times in JET. The technique is based on a combined classifier to identify the …

This paper reports results in development of a computer system that explores the emotional
state of a human by his speech. The system consists of two parts: speech features extraction …

Abstract In recent years, Electron Cyclotron Emission Imaging (ECEI) diagnostics and many
other imaging diagnostics have become increasingly important in magnetic confinement …

Pattern recognition is becoming an increasingly important tool for making inferences from
the massive amounts of data produced in fusion experiments. In this work, we present an …

Completely automatic techniques to estimate and validate L/H transition times can be
essential in L/H transition analyses. The generation of databases with hundreds of transition …

Reliable disruption avoidance techniques are critical for the development of safe and
economically viable fusion reactors. This incipient need has driven the fusion community to …

Nuclear fusion experiments regularly generate large amounts of data that can constitute a
rich source of information for new scientific and engineering insights. Yet in many cases, the …

The concept, functional capabilities, graphic interface, and application technology for the
NNTMM code (Neural Network Tool for Mathematical Modeling), designed for analyzing …