蒙地卡羅概論:模擬與應用
Introduction to Monte Carlo Method: Simulation and Application
| 節 | 週五 |
|---|---|
5 13:20–14:10 | 蒙地卡羅概論:模擬與應用 EE118 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
蒙地卡羅為一種使用亂數的運算方式,常見的應用包含生物科學、材料科學與物理學,甚至經濟學。 以半導體元件為例,離子佈植、輻射線抗性等可受惠於蒙地卡羅運算。 本課程介紹蒙地卡羅運算的理論、應用、與以蒙地卡羅運算的模擬軟體。 The Monte Carlo Method is a algorithm based on random sampling to obtain a numerical result. Common application of the Monte Carlo Method includes biology, material science, and physics, even economics. For semiconductor technology, ion implantation and radiation effects in devices can benefit from such algorithm. This lecture will introduce the concept and application of the Monte Carlo Method as well as simulation softwares implementing the algorithm.
基礎物理與數學 Fundamental physics & mathematics
Midterm exam (30%) Final exam (40%) Homework (30%)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction |
| 第 2 週 | The History and Concept of The Monte Carlo Method |
| 第 3 週 | The History and Concept of The Monte Carlo Method |
| 第 4 週 | Predicting Business Profit Using Monte Carlo Method in Excel |
| 第 5 週 | Particle Transportation Using SRIM & TRIM |
| 第 6 週 | Particle Transportation Using SRIM & TRIM |
| 第 7 週 | Introduction to PHITS |
| 第 8 週 | Midterm exam |
| 第 9 週 | Geometry Definition in PHITS |
| 第 10 週 | Setting up Radiation Source in PHITS |
| 第 11 週 | Simulating Radiation Effects in PHITS |
| 第 12 週 | Simulating Radiation Effects in PHITS |
| 第 13 週 | Designing Shielding Against Radiation |
| 第 14 週 | Designing Shielding Against Radiation |
| 第 15 週 | Final Exam |
| 第 16 週 | Holiday |
Exploring Monte Carlo Methods (William L. Dunn and J. Kenneth Shultis, 2011)
- 聯絡方式
- king@nctu.edu.tw