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課程名稱 |
計算物理導論二
Introduction to Computational Physics (2) |
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開課學期 |
110-2 |
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授課對象 |
理學院 物理學系 |
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授課教師 |
陳凱風 |
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課號 |
Phys4013 |
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課程識別碼 |
202 48200 |
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班次 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期五2,3,4(9:10~12:10) |
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上課地點 |
新物833 |
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備註 |
總人數上限：60人
外系人數限制：5人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
This course is arranged as a full-year course, designed for beginners or people with limited coding experiences, and want to build up better connections with the techniques of the scientific computings.
The topics are planned in the following manner:
- Basics
- Programming language: C/C++
- Programming language: Python
- Numerical analysis (C/C++ and/or Python)
- Machine learning (Python only)
- Statistical analysis (C/C++ only)
- Other computational physics techniques and examples
All of the lecture materials, including recorded videos and exercises, are integrated on the web site:
http://venus.phys.ntu.edu.tw |
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課程目標 |
A preparation for physics (experimental/theoretical) studies in the near future, since there is nearly no way to avoid using computers nowadays. The goal of the course:
- Learn how to solve scientific problems with computers rather than with pen and papers.
- Learn how to utilize the existing computing tools/functionalities, or build your own tool.
- Learn how to formulate a problem into a simple program that can give you an answer clearly and quickly.
- And have fun with them (as the most important point!) |
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課程要求 |
- general physics
- calculus |
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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 |
待補 |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第1週 |
2/18 |
Course introduction |
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第2週 |
2/25 |
Solving your system problems |
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第3週 |
3/4 |
TA in-class exercises #1 / Registration for midterm presentation starts |
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第4週 |
3/11 |
TA in-class exercises #2 |
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第5週 |
3/18 |
TA in-class exercises #3 |
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第6週 |
3/25 |
TA in-class exercises #4 |
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第7週 |
4/1 |
TA in-class exercises #5 |
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第8週 |
4/8 |
Midterm week / Competition announcement |
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第9週 |
4/15 |
Midterm presentations #1 / Registration for final presentation starts / “Fresh” deadline #1 |
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第10週 |
4/22 |
Midterm presentations #2 |
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第11週 |
4/29 |
Midterm presentations #3 |
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第12週 |
5/6 |
Midterm presentations #4 |
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第13週 |
5/13 |
Midterm presentations #5 |
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第14週 |
5/20 |
Midterm presentations #6 |
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第15週 |
5/27 |
Midterm presentations #7 |
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第16週 |
6/3 |
Final exam week / Holiday (Dragon boat festival) |
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第17週 |
6/10 |
Competition demo / Final poster session / “Fresh” deadline #2 |
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