1994
DOI: 10.1007/bf00430149
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A deeply embedded companion to LKH?198

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Cited by 106 publications
(151 citation statements)
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“…One can see that the experimental data is in a good agreement with the MC prediction, and 1 We compared the results from various number of hidden nodes and found the results are not changed when we use the number of hidden nodes greater than 20. 2 The training curve becomes stable at number of training cycles 500. that the proton-induced events are clearly separated from other nuclei. 3 We define a critical value of T to separate protons from others requiring the high purity, which reduces the effect of the contamination, and the high selection efficiency of the proton events, which reduces the statistical error.…”
Section: Discussionmentioning
confidence: 99%
“…One can see that the experimental data is in a good agreement with the MC prediction, and 1 We compared the results from various number of hidden nodes and found the results are not changed when we use the number of hidden nodes greater than 20. 2 The training curve becomes stable at number of training cycles 500. that the proton-induced events are clearly separated from other nuclei. 3 We define a critical value of T to separate protons from others requiring the high purity, which reduces the effect of the contamination, and the high selection efficiency of the proton events, which reduces the statistical error.…”
Section: Discussionmentioning
confidence: 99%
“…32 The supershells have been observed as expanding shells, or holes, in the HIcolumn density distribution of our galaxy. 33 The dimensions of these objects span from 100 pc to 1700 pc and often present elliptical shapes or elongated features, that can be explained as an expansion in a nonhomogeneous medium.…”
Section: Maximum Available Energiesmentioning
confidence: 81%
“…A well known estimate of the maximal acceleration energy for non-relativistic shocks compares the acceleration timescale, t acc ∼ t scatt /β 2 sh (with t scatt ∼ D/c 2 the diffusion timescale in the shock environment) to the age of the shock wave R/(β sh c) to infer (Lagage & Césarsky 1983, Hillas 1984): E max ∼ β sh eRB if Bohm diffusion applies in the magnetic field B, meaning t scatt ∼ t L . This estimate suggests that relativistic shock waves with β sh → 1 appear as efficient particle accelerators to ultra-high energy.…”
Section: Acceleration To Ultra-high Energiesmentioning
confidence: 99%