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Cosmic Ray Detection with IceTop / IceCube - Villa Olmo

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Neural Network Analysis<br />

<br />

<br />

<br />

Tight and composition independent energy resolution<br />

Interpretation of NN mass output as linear combination of<br />

“pure” elements (p, He/O, Fe) → elemental fractions<br />

Calculation of by:<br />

E = 1-10 PeV<br />

log 10<br />

(E/GeV) = 6.6-6.8<br />

Toy Simulation p+Fe only!<br />

NN Output: Type<br />

28

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