星期日, 6月 21, 2026
星期五, 6月 19, 2026
Syllabus 科技英文與科普傳播 2026 秋天 (AI 入門課程，英文就是你的程式語言)
上課方式: 使用科技英文學習掌握AI運用技巧，從實做中學習AI領域的技術應用能力與未來科學工程素養。
講授，工作坊，作業
1. 這些主題都以 AI 輔助、不需自行撰寫底層程式
2. 為了教學與示範、便於助教支援、確保功能與介面一致、評分與範例可重現，本課程限定使用業界主流的 Claude AI，有特殊原因必須使用其他ＡＩ者需在選課前與老師商量。
3. 學生請自行攜帶手機，平板或筆電。
Week 1: Introduction
Prompts for scientific accuracy
Science optional
Week 3: Make AI Even Powerful
Week 4 From Schematic to PCB
Week 5:
Week 6 Optimization
Week 6-7: A* Applications and Visualization
Circuit Design Optimization by A*
Week 8 Navigation for Robots and BLV (Blind and Low Vision)
Constraints, Visualization on energy landscape
Week 10: Search and Visualization
River Puzzles (Pz 2, Pz 20) by Chain of Thought vs. Search Algorithms
Search Algorithms: A*, BFS
BFS/A* Scalability: 8 vs. 20 persons
- Week 12: RF IC Circuit Design
極紫外光（EUV）光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law
Week 13 Analog IC Design (Parameter Optimization)
Numerical Methods behind the RF Driver-Advanced level, English only (projector friendly, popular science, zh)
期中考不上課
IC Placement & Routing slides
(RF PA Driver) Placement & Routing
Silicon Die an introduction to GPU
SWERV RISC IC Design (placement & routing)
Week 16 Fractals and Their Applications
______________________________________end of semester
Backup
Week OO: Reinforcement LearningFollow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Week OO: Reinforcement Learning
Follow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Week OO: AI in Special Topics
Week OO: AI in Special Topics
General topics
星期六, 6月 13, 2026
EX#15-2 Engineering Visualization
Design engineering animation in multiple view. You can choose what you like.
可以自訂主題或是從以下選擇
EX#15-1 Scientific Visualization
從以下任選2題，自選1題，總共三題
1 Animate Blue LED in lattice, PECVD fabrication, photon emission, or quantum mechanics
3. Design cat color calculator
4. 科學模擬 3d 化(使用 three.js 模擬 3d )
星期四, 6月 11, 2026
EX#15 Comprehensive Exercise
1. 設計基地台用高功率微波氮化鎵放大器，電路，數學模型，IC Die Chart
GaN, "Calibrated for 0.25 µm GaN-on-SiC RF process (Wolfspeed G2 / WIN NP25 class)" for base station
artifact (topology change, single device)
2. Build a city or a 3d landscape you choose. text to 3d model.
3. Build a Blue LED lattice model.
1. https://nptechsl.blogspot.com/2026/05/two-stage-class-ab-rf-pa-driver.html
星期一, 6月 08, 2026
EX#14 Fractals
1. Generate fractals from text. You may choose two themes to present. The following are some examples and the prompts that generate them.
artifact (share)
2. identify hazards in a fractal 3d assessment display, first person perspective, according to a real world photo, more in photo gallery Choose any photo to proceed with.
依據照片重建三維碎形場景，辨識其中可能的危險部位，需考慮視角與觀測位置轉換以便可以瀏覽各處細節，提供影像庫選取一張照片(可使用自選)
樣本參考
樣本參考
1. add 3d model in three.js
2. fractal 3d trees
3. a node's label only resolves once the probe reaches it
4. faithful positioning (like the photo)
3. Visualize mathematical fractals
Make 2 fractals resembling natural 3d object such as clouds, lungs, blood vessels, ocean waves, and forests.
星期五, 6月 05, 2026
星期三, 6月 03, 2026
* Robot Navigation (Follow up EX#13)
Problem 1
Issue 1:
You got to have a 3d model first. Then you do object detection and obstacle avoidance.
Issue 2:
Issue 3. add a Pathfinder to react to obstacles which may have been inaccurately estimated.
Problem 2
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