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

catch up

Optimization of hyperfunctions

Search Algorithms: A*, BFS, Dijkstra

River Puzzles  (Pz 2, Pz 20) by Chain of Thought vs. Search Algorithms

BFS/A* Scalability: 8 vs. 20 persons

Dog Ball Retrieval with search, A* does backtracking

Week 5: A* Applications and Visualization 

Circuit Design Optimization

Thanksgiving Dinner Scheduling

Timeline for dinner scheduling

Backtrack

Week 6-8: AI in 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

Analog IC Design

RF IC Circuit Optimization (PLL, LNA, etc.)

期中考不上課

Week 9

ＡＩ 在PCB電子產業的應用

Week 10-11: World Model for Artificial General Intelligence (AGI)

Outline

Case Example

World Models vs. LLM/VLM

閱讀：Programming in the AI era (ppt)

閱讀：AI Architecture and Challenges (ppt)

Week 12-13: Reinforcement Learning

Follow up High Complexity Animation (slides html)

Reinforcement Learning (an introduction)

A* vs RL

RL

Follow up RL 2

RL 3

Week 14: Scientific Visualization

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇) Pt 1

工程動畫 Pt 1，精選

Week 15 Engineering Visualization

Advanced visualization skills (立體，美學，完成度)

工程動畫 Pt 2

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇) Pt 2

Backup

Week OO: Scientific Animation in Special Topics

Blue LED

Cat coat colors: 貓的花色遺傳模擬

AI for Scientific Discovery

Geological Evolution modeling of Taiwan

AI Pipe Robot

Week OO Complex Animation

Follow up #11

隨機程序模擬 

Enhance visualization (Mul. Iter. Merg.)

Week OO: AI in Special Topics

English origin

AI 的風險

AI Ethics

AI時代求職建議(大學生如何提升可雇用性 )

學習ＡＩ就從今天開始

當人工智慧遇上 IC 設計與電子學 

AI 學科 × 台灣半導體生態系

AI 作為一種實驗科學

規模 9.0 程式設計的地震 

3d models from photos

Fractals: 美麗碎形世界

演算法視覺化

LLM Agents

ancient language