Results 11 to 20 of about 1,152,990 (233)
Fast plasmoid-mediated reconnection in a solar flare. [PDF]
Magnetic reconnection is a multi-faceted process of energy conversion in astrophysical, space and laboratory plasmas that operates at microscopic scales but has macroscopic drivers and consequences.
Yan X +10 more
europepmc +2 more sources
Solar Flare Intensity Prediction With Machine Learning Models [PDF]
We develop a mixed long short‐term memory (LSTM) regression model to predict the maximum solar flare intensity within a 24‐hr time window 0–24, 6–30, 12–36, and 24–48 hr ahead of time using 6, 12, 24, and 48 hr of data (predictors) for each Helioseismic ...
Zhenbang Jiao +6 more
doaj +2 more sources
Verification of operational solar flare forecast: Case of Regional Warning Center Japan [PDF]
In this article, we discuss a verification study of an operational solar flare forecast in the Regional Warning Center (RWC) Japan. The RWC Japan has been issuing four-categorical deterministic solar flare forecasts for a long time.
Kubo Yûki, Den Mitsue, Ishii Mamoru
doaj +2 more sources
Solar Flare Effects on the Earth’s Lower Ionosphere [PDF]
Solar flares significantly impact the conditions of the Earth’s ionosphere. In particular, the sudden increase in X-ray flux during a flare penetrates down to the lowest-lying D-region and dominates ionization at these altitudes (≈60\documentclass[12pt ...
L. Hayes +3 more
semanticscholar +1 more source
Operational solar flare prediction model using Deep Flare Net [PDF]
We developed an operational solar flare prediction model using deep neural networks, named Deep Flare Net (DeFN). DeFN can issue probabilistic forecasts of solar flares in two categories, such as ≥ M-class and
N. Nishizuka +4 more
semanticscholar +1 more source
First Fermi-LAT Solar Flare Catalog [PDF]
We present the first Fermi-Large Area Telescope (LAT) solar flare catalog covering the 24th solar cycle. This catalog contains 45 Fermi-LAT solar flares (FLSFs) with emission in the γ-ray energy band (30 MeV–10 GeV) detected with a significance of ≥5σ ...
M. Ajello +84 more
semanticscholar +1 more source
Fine-grained Solar Flare Forecasting Based on the Hybrid Convolutional Neural Networks [PDF]
Improving the performance of solar flare forecasting is a hot topic in the solar physics research field. Deep learning has been considered a promising approach to perform solar flare forecasting in recent years.
Z. Deng +5 more
semanticscholar +1 more source
Measurement of magnetic field and relativistic electrons along a solar flare current sheet [PDF]
In the standard model of solar flares, a large-scale reconnection current sheet is postulated to be the central engine for powering the flare energy release1–3 and accelerating particles4–6.
Bin Chen +10 more
semanticscholar +1 more source
The development of lower-atmosphere turbulence early in a solar flare. [PDF]
IRIS observation of the initiation of a solar flare suggests that turbulence helps to heat the Sun’s lower atmosphere. We present the first observational study of the onset and evolution of solar flare turbulence in the lower solar atmosphere on an ...
Jeffrey NLS +3 more
europepmc +3 more sources
Spectral Signatures of Chromospheric Condensation in a Major Solar Flare [PDF]
We study the evolution of chromospheric line and continuum emission during the impulsive phase of the X-class SOL2014-09-10T17:45 solar flare. We extend previous analyses of this flare to multiple chromospheric lines of Fe i, Fe ii, Mg ii, C i, and Si ii
D. Graham +5 more
semanticscholar +1 more source

