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課程名稱 |
光學傳播散射模擬
Simulation of Light Scattering and Propagation |
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開課學期 |
107-1 |
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授課對象 |
電機資訊學院 電機工程學研究所 |
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授課教師 |
曾雪峰 |
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課號 |
OE5047 |
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課程識別碼 |
941EU0570 |
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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 |
星期三2,3,4(9:10~12:10) |
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上課地點 |
電二303 |
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備註 |
本課程以英語授課。
總人數上限：24人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1071OE5047_OptSim |
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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 |
Each lecture would be tailored according to students' understanding. Subjects to be covered for this course are:
1) Electromagnetism
2) Basic numerical methods
3) Introduction to optics simulation techniques
4) Monte Carlo technique
5) Numerical solutions of Maxwell's equations
5) Finite-difference time-domain method
6) Modeling practical problems |
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課程目標 |
這門課的主要目的乃是在建立對光學模擬技術的瞭解,並且能實際獨力完成模擬研究問題,以應付日後在研究上所需。本課程將著重在時域有限差分法與蒙地卡羅法在光學模擬的應用。
在學期終了,學生將:
1) 充分瞭解光學模擬的基本知識
2) 具備獨力完成利⽤時域有限差分法與蒙地卡羅法模擬光散射或是其他研究課題 |
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課程要求 |
- General Physics
- Calculus
- Electromagnetism
- Basic programming skills (MATLAB, C/C++) |
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註： email for an appointment |
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指定閱讀 |
- Lecture Handouts
- Allen Taflove, "Computational Electrodynamics: The finite-difference time-domain method," 2nd edition, Artech House, June 2000. |
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參考書目 |
TBA. |
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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 |
9/12 |
Introduction |
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第2週 |
9/19 |
Matlab workshop |
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第3週 |
9/26 |
"Capturing the essence of the problem"
key message 1: how to model problems?
^ identify key mechanism
^ governing equation
key message 2: Approximation, Simplification is necessary!!
^ to model a Real problem, it is infeasible to account for every single variable.
^ make approximations to simplify the problem.
^ focus on the key mechanism that you plan to analyze. |
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第4週 |
10/03 |
"validate simulation, how? (Part 1)
key message 01:
“validation, verification of your simulation:”
^ identify the governing equation
^ compare it with a simplified situation,
“compare simulation with THE CORRECT answer.
key message 02:
^ by increasing enhancing the simulation (maybe resolution),
^ should be no lower bound for the error;
^ error should go down indefinitely." |
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第5週 |
10/10 |
national holiday, no lecture. |
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第6週 |
10/17 |
validate simulation, how? Part 2 |
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第7週 |
10/24 |
黃健祐：Ray tracing lecture |
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第8週 |
10/31 |
"Ray tracing (summary)
key message:
when doing simulations, it is CRITICAL to discuss, quantify the error, difference caused by your assumption." |
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第9週 |
11/07 |
theme:
“Rigorous simulation of E&M”
“how to relate discrete vs. continuous?” |
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第10週 |
11/14 |
Introduction to 1D FDTD |
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第11週 |
11/21 |
1D FDTD: Yee algorithm |
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第12週 |
11/28 |
Midterm exam |
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第13週 |
12/05 |
FDTD 02 |
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第14週 |
12/12 |
FDTD 03 |
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第15週 |
12/19 |
Special Topic: 01 |
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第16週 |
12/26 |
Monte Carlo Method |
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第17週 |
1/02 |
Final Project Presentation |
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