10 citations · 23 across the 6 of their papers we have counts for
6 papers · 1 filter
Detection of kink oscillations in solar coronal loops by a CNN-LSTM neural network
Sergey A. Belov, Yu Zhong, Dmitrii Y. Kolotkov +1
A hybrid machine learning model which combines a shallow convolutional neural network and a long short-term memory network (CNN--LSTM), has been developed to automate the detection…
Solar Flare Ion Temperatures
Alexander J. B. Russell, Vanessa Polito, Paola Testa +2
This paper proposes that the ion temperature is several times the local electron temperature in the hot onset phase and at the above-the-loop region of solar flares. The paper cons…
Thermodynamic Evolution of Flaring Loops with Non-local Thermal Transport
S. Belov, T. Parmenter, T. Arber +3
Hot solar coronal loops, such as flaring loops, reach temperatures where the thermal transport becomes non-local. This occurs when the mean-free-path of electrons can no longer be…
Non-local thermal transport impact on compressive waves in two-temperature coronal loops
S. A. Belov, T. Goffrey, T. D. Arber +1
Context. Observations of slow magnetoacoustic waves in solar coronal loops suggest that, in hot coronal plasma, heat conduction may be suppressed in comparison with the classical t…
On collective nature of nonlinear torsional Alfvén waves
S. A. Belov, D. I. Riashchikov, D. Y. Kolotkov +3
Torsional Alfvén waves in coronal plasma loops are usually considered to be non-collective, i.e. consist of cylindrical surfaces evolving independently, which significantly complic…
Exact solution to the problem of slow oscillations in coronal loops and its diagnostic applications
Dmitrii I. Zavershinskii, Nonna E. Molevich, Dmitrii S. Riashchikov +1
Magnetoacoustic oscillations are nowadays routinely observed in various regions of the solar corona. This allows them to be used as means of diagnosing plasma parameters and proces…