Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Correcting for Leakage Energy in the SiD Silicon-Tungsten ECal   A dominant contribution to ECal resolution at high energy (eg. 100 GeV) comes
from leakage beyond the containment of the calorimeter. We have studied the
leakage energy for the SiD silicon-tungsten ECal and developed a neural network
algorithm for estimating the leakage energy and correcting the energy
measurement. The SiD TDR design calls for 20 thin 2.5 mm tungsten layers
followed by 10 thick 5.0 mm tungsten layers. We have investigated the impact on
the leakage energy of a reduced number of layers, and the ability of an
optimized neutral network analysis to correct for the leakage with a reduced
number of layers, and reduced material thickness. Reducing layer numbers is
motivated by cost containment.

37
The categories of this paper are: supr-con
33
The categories of this paper are: plasm-ph
15
The categories of this paper are: nucl-ex
32
The categories of this paper are: atom-ph
4
The categories of this paper are: cond-mat
31
The categories of this paper are: ao-sci
36
The categories of this paper are: cmp-lg
20
The categories of this paper are: acc-phys
27
The categories of this paper are: comp-gas
0
The categories of this paper are: hep-ph
24
The categories of this paper are: dg-ga
23
The categories of this paper are: solv-int
29
The categories of this paper are: funct-an
19
The categories of this paper are: eess
35
The categories of this paper are: mtrl-th
13
The categories of this paper are: quant-ph