Transcript
gamma-proton classification with CNN
(SWGO)
2020. 4. 24Jua kim
Energy distribution of gamma ray (HAWC)
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Simulation Information (SWGO)
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All particle energy spectrum of cosmic ray• Energy : 300-3000GeV• Slope of primary energy spectrum : -2.7• 0 ° - 45° from Zenith• # of Event : 30,000 respectively
• Condor, 20 job, 3000 event →1 day
Energy distribution (SWGO)- Gamma 300-3000GeV- total # of data : 30,000
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Energy distribution (SWGO)- Proton 300-3000GeV- total # of data : 30,000
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Gamma and Proton
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B=1 B=2 B=3 B=4 B=5 B=6 B=7 B=8
0-10% 10-20% 20-30% 30-40% 40-50% 50-60% 60-70% 70-80%