Syllabus 科技英文與科普傳播 2026 春天

 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

學生請自行攜帶手機，平板或筆電。

syllabus (html)

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Week 1: Introduction

上學期本課程成績分布

Use AI Professionally

為什麼我的AI跟你不一樣:  basic skills

AI Platforms & Variations

Week 2: Make AI Powerful

catch up

Prompt in English (中文版)

(Prompt Engineering) 電子學 and beyond 

Sonnet 4.6 vs. Extended Version, 2/2, ChatGPT Thinking vs. Standard, md

Week 3: Reasoning and Visualization

Chain of Thought with Example, Make your AI powerful

Dog Ball Retrieval failure example puff, wait for winds

Constraints,  Visualization on energy landscape

River Puzzles  (Pz 2, Pz 20) by Chain of Thought

Week 4: 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

Dog Ball Retrieval with search, A* does backtracking

Week 5: A* Applications and Visualization 

Circuit Design Optimization by A*

Week 6: A* Applications and Visualization

Follow up EX#5 

Logic Circuit Design

Thanksgiving Dinner Scheduling

Visualization for dinner scheduling

Week 7 Analog IC Design (Parameter Optimization, Placement & Routing)

• Mathematical Optimization
• 
  

期中考不上課

Week 8: RF IC Circuit Design

極紫外光（EUV）光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law

Case Study: Apple C1 Modem LNA

Week 9 Analog IC Design (Parameter Optimization)

Numerical Methods behind the RF Driver-Advanced level, English only (projector friendly, popular science, zh)

Analog IC Design (Optimize parameters for Diff Pair, op741)

• 
  
• Week 10 Placement & Routing
• IC Placement & Routing slides

Modern Placement Algorithms animations

(RF PA Driver) Placement & Routing

Analog IC Design (diff pair, op741 P&R)

Silicon Die an introduction to GPU

SWERV RISC IC Design (placement & routing)

• Week 11 PCB Automation
• Overview of Circuit Design

AI for PCB

Week 12 3D Models

3D Models (images of places)

3D Models of Navigation

3D Models for Rocket Engine Design

Week 13

Voronoi-based navigation

Week 14

Fractals

Science

Week 15: Reinforcement Learning

Follow up High Complexity Animation (slides html)

Reinforcement Learning (an introduction) slides

A* vs RL

RL

RL 2

RL 3

______________________________________end of semester

Backup

Prompt, AI 互動的基礎：如何與 AI 有效溝通 

Week OO: Scientific Visualization

工程動畫 ，精選

Week OO Engineering Visualization

Advanced visualization skills (立體，美學，完成度)

Week OO Complex Animation

隨機程序模擬 

Enhance visualization (Mul. Iter. Merg.)

Week OO 

演算法視覺化

Week OO: AI in Special Topics

English origin

AI 的風險

AI Ethics

General topics

當人工智慧遇上 IC 設計與電子學 

AI 作為一種實驗科學