課程名稱 |
粒子天文物理學中的計算方法 Computational Methods in Particle Astrophysics |
開課學期 |
104-1 |
授課對象 |
理學院 物理學研究所 |
授課教師 |
南智祐 |
課號 |
Phys5054 |
課程識別碼 |
222EU2250 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三7,8,9(14:20~17:20) |
上課地點 |
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備註 |
本課程以英語授課。教室:天數810。 總人數上限:20人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1041Phys5054_ |
課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
課程大綱
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課程概述 |
This course is designed to introduce students to computational methods in Astroparicle Physics. The course begins with review of Cosmic Rays. After brief introductions to basic of computer programming, the course will cover Mote Carlo simulation and data analysis technique for cosmic rays. Through this course, students will understand air shower production, and detection mechanism. Students also will gain various practical skills in Linux operation system, C/C++ programing, and data analysis base on ROOT. The course consists of lectures and self-practice, which requires students to bring his/her own laptop computer. |
課程目標 |
*To understand interaction of cosmic rays, air shower production and propagation.
*To understand Monte Carolo Simulation
*To be familiar with data analysis tools
*To obtain programing skill
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課程要求 |
General Physics and Modern Physics |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
D.H. Perkins, Particle Astrophysics
M.S. Longair, High Energy Astrophysics, Vol I
W.R Leo, Techniques for Nuclear and Particle Physics Experiments
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評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
Week 1 |
9/16 |
Introduction |
Week 2 |
9/23 |
History of Cosmic Rays |
Week 3 |
9/30 |
Linux |
Week 4 |
10/07 |
Root / C++ begining |
Week 5 |
10/14 |
Random Number |
Week 6 |
10/21 |
Particle Interaction |
Week 7 |
10/28 |
Proton Interaction in air |
Week 8 |
11/04 |
Neutrino Interaction in Earth |
Week 9 |
11/11 |
Mid-term Answer (Q2 & Q3) |
Week 10 |
11/18 |
Hadron Productions in air-showers |
Week 11 |
11/25 |
Data Stack |
Week 12 |
12/02 |
Pion Decay and Visualization |
Week 13 |
12/09 |
Recursive Interactions |
Week 14 |
12/16 |
Muon Propagation / MC prediction of Muons |
Week 15 |
12/23 |
Muon Data Fit |
Week 16 |
12/30 |
Root Tree and Muon Timing |
Week 17 |
1/06 |
Air-shower reconstruction |
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